{"id":"W4311522942","doi":"10.1242/jeb.243528","title":"Neon goby fathers know best","year":2022,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hatching; Goby; Neon; Spawn (biology); Fish <Actinopterygii>; Zoology; Biology; Nest (protein structural motif); Fishery; Ecology; 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":[0.001305627,0.000831886,0.0005544352,0.0007117548,0.003524154,0.003043337,0.0005858425,0.002402507,0.1478073],"category_scores_gemma":[0.004538746,0.0003401074,0.0003440478,0.0003486749,0.001097273,0.003921598,0.002985463,0.002531781,0.05023582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239638,"about_ca_system_score_gemma":0.002065063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008241023,"about_ca_topic_score_gemma":0.02582394,"domain_scores_codex":[0.999286,0.0001699607,0.00002935388,0.0001497758,0.0002204415,0.0001444929],"domain_scores_gemma":[0.9979463,0.0001667356,0.0001575978,0.000103385,0.0004379642,0.001188047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001489749,0.0001170687,0.009214302,0.0002780841,0.00002384508,0.001579627,0.007785942,0.00004475006,0.002386743,0.008762376,0.7163928,0.2532654],"study_design_scores_gemma":[0.000007747052,0.00008156578,0.002811361,0.000302765,0.00001564855,0.001559313,0.005591038,0.00002891602,0.00050676,0.001747785,0.9873227,0.00002448867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05074958,0.03354351,0.007571015,0.2524921,0.01839579,0.0001587588,0.001572896,0.002317833,0.6331986],"genre_scores_gemma":[0.1170081,0.01798208,0.007705591,0.101232,0.002165545,0.0001136002,0.001147687,0.0008354,0.75181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1478073,"threshold_uncertainty_score":0.4944645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234646636795167,"score_gpt":0.2618356479203292,"score_spread":0.2494891815523775,"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."}}