{"id":"W2169022738","doi":"10.1098/rspb.2005.3123","title":"Relatedness and helping in fish: examining the theoretical predictions","year":2005,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Kin selection; Inclusive fitness; Cooperative breeding; Kinship; Fish <Actinopterygii>; Helping behavior; Selection (genetic algorithm); Social psychology; Group selection; Ecology; Investment (military); Altruism (biology); Biology; Psychology; Fishery; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042261,0.00009418994,0.0001137044,0.000003604802,0.0006603107,0.00005937003,0.0003935442,0.000119807,0.00007869092],"category_scores_gemma":[0.0001529552,0.00002240658,0.00008690917,0.0004674428,0.001793863,0.0001020291,0.0002308169,0.000213584,0.000001096262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001965433,"about_ca_system_score_gemma":0.000004271217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004387957,"about_ca_topic_score_gemma":0.00000863593,"domain_scores_codex":[0.9990402,0.00002050937,0.0001915308,0.0003165245,0.0001961517,0.0002351045],"domain_scores_gemma":[0.9996682,0.0001401184,0.00009061854,0.00002001942,0.00004381795,0.00003725788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001444449,0.00008915017,0.8936289,0.000004485467,0.000005703948,4.203442e-8,0.0006277805,0.00002443114,0.07810029,0.01126582,0.0003220836,0.01591689],"study_design_scores_gemma":[0.0000499267,0.0001963153,0.9913611,0.00002844702,0.000008360438,0.000004612723,0.003080436,0.001472131,0.002073489,0.00125917,0.0003781239,0.00008793571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991274,0.00009929395,7.094671e-7,0.006800954,0.00005779622,0.0001590266,0.000003220039,0.00003137741,0.001573619],"genre_scores_gemma":[0.9993464,0.00008921317,0.0001028073,0.0002140399,0.0001711575,0.00001197391,4.325634e-7,3.892794e-7,0.00006355028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09773217,"threshold_uncertainty_score":0.6609564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03302971315055477,"score_gpt":0.2328974030405856,"score_spread":0.1998676898900308,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}