{"id":"W2051639406","doi":"10.1098/rspb.2010.1507","title":"Experimental assessment of the probabilistic maturation reaction norm: condition matters","year":2010,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Leibniz-Gemeinschaft","keywords":"Probabilistic logic; Norm (philosophy); Mathematical economics; Computer science; Econometrics; Mathematics; Political science; Statistics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008025615,0.0007572901,0.0007080265,0.0004732072,0.0006785328,0.001128885,0.001497586,0.001187431,0.004642847],"category_scores_gemma":[0.04516226,0.0004217717,0.0007030516,0.0005540132,0.001844744,0.001151167,0.00179577,0.001872417,0.0005831884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009126354,"about_ca_system_score_gemma":0.0008619032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166166,"about_ca_topic_score_gemma":0.001269279,"domain_scores_codex":[0.9905483,0.003188702,0.001024871,0.002922343,0.00194675,0.0003690805],"domain_scores_gemma":[0.9667152,0.0177209,0.005212503,0.006816658,0.002712547,0.0008222725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.030323,0.006555501,0.1667632,0.001541145,0.001086036,0.0004226223,0.003087888,0.02435043,0.6169752,0.02458082,0.004128655,0.1201856],"study_design_scores_gemma":[0.00186517,0.04918908,0.4721576,0.0003106951,0.001803309,0.0008998779,0.0007900001,0.1677124,0.2399789,0.04088383,0.02365537,0.0007538327],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7833818,0.000301469,0.2010902,0.0003256274,0.0005021593,0.00246484,0.002005162,0.0004103871,0.009518309],"genre_scores_gemma":[0.8819824,0.0002059305,0.09708662,0.000549845,0.0001385464,0.01362945,0.00251656,0.0004951704,0.003395439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008025615,"threshold_uncertainty_score":0.04244405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961251965564032,"score_gpt":0.2825081624128568,"score_spread":0.2628956427572164,"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."}}