{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001549576,0.0001550422,0.0002324312,0.000252932,0.0004705316,0.0002401018,0.0001798454,0.0004326189,0.001428311],"category_scores_gemma":[0.0006091755,0.0001241895,0.0001628213,0.00006668676,0.0003025407,0.0001025738,0.0003753049,0.0004419077,0.000265897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323768,"about_ca_system_score_gemma":0.0000952679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006723605,"about_ca_topic_score_gemma":0.001479959,"domain_scores_codex":[0.999909,0.00001538232,0.000008412769,0.00003202106,0.00001592013,0.00001907721],"domain_scores_gemma":[0.9995572,0.0000878853,0.0001376285,0.00008894264,0.00003003843,0.00009829544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001747344,0.0003411058,0.490378,0.0001766211,0.000119224,0.06847525,0.005495729,0.0002462142,0.4041142,0.0006627803,0.00079166,0.02745187],"study_design_scores_gemma":[0.00001460452,0.002935861,0.8706213,0.00002114403,0.00006701998,0.08194736,0.002282932,0.0006108728,0.03847121,0.0002237844,0.002769403,0.00003462777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990506,0.00008649293,0.0002493971,0.00003126183,0.000007691047,0.000004622492,0.00003888965,0.00001360871,0.0005173694],"genre_scores_gemma":[0.9990458,0.00004671799,0.0002735766,0.00003426198,0.000003093956,0.000002596564,0.00004583295,0.000001861647,0.0005463342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001428311,"threshold_uncertainty_score":0.004778147,"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."}}