{"id":"W4411180855","doi":"10.1080/07924259.2025.2510672","title":"Star mother displaying selfless brood protection","year":2025,"lang":"en","type":"article","venue":"Invertebrate Reproduction & Development","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Memorial University of Newfoundland","funders":"","keywords":"Biology; Brood; Star (game theory); Zoology; Astrophysics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001507296,0.0001521271,0.0001139761,0.00006034825,0.0001236199,0.00001601981,0.00007735151,0.0001012302,0.0001599026],"category_scores_gemma":[0.00001135157,0.0001536227,0.00002407834,0.000164544,0.00003269806,0.00009154752,0.00004540314,0.0001603042,0.0001136702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312691,"about_ca_system_score_gemma":0.00002753314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000013132,"about_ca_topic_score_gemma":0.00001459059,"domain_scores_codex":[0.9991612,0.00001501874,0.0002223542,0.0003404398,0.00008236839,0.0001785763],"domain_scores_gemma":[0.9996726,0.000002959623,0.0000248998,0.0002528353,0.00001346194,0.00003324375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009386628,0.0002539718,0.05436111,0.001240626,0.0007577886,0.0000107361,0.001003403,0.01175515,0.6083255,0.0003736443,0.007960377,0.3138639],"study_design_scores_gemma":[0.0003276,0.000009722315,0.04065361,0.00006664405,0.00001677262,0.00001748696,0.0001017267,0.00435275,0.8109673,0.0003935351,0.142721,0.0003719166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811018,0.000265459,0.004827336,0.0002918947,0.001069316,0.0002831776,0.000001019407,0.0004886302,0.01167137],"genre_scores_gemma":[0.9948256,0.00007907598,0.001137432,0.00006734297,0.00008587849,0.0001196519,0.00001953223,0.00001882236,0.003646676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.313492,"threshold_uncertainty_score":0.6264552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008683146987361718,"score_gpt":0.1874451593525708,"score_spread":0.1787620123652091,"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."}}