{"id":"W6958198277","doi":"10.6084/m9.figshare.25483678.v3","title":"Project Dataset","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lepomis; Fish <Actinopterygii>; Sensory cue; Social behaviour; White (mutation)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001866929,0.001336545,0.001184526,0.003270448,0.00069892,0.001830917,0.002151454,0.001573128,0.1359886],"category_scores_gemma":[0.01321201,0.0004481998,0.000908323,0.006235098,0.000299427,0.001272703,0.001663881,0.001057435,0.1029111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208205,"about_ca_system_score_gemma":0.002833326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01801942,"about_ca_topic_score_gemma":0.0332738,"domain_scores_codex":[0.9982232,0.0003837624,0.0003044543,0.0005706088,0.000317933,0.0001999736],"domain_scores_gemma":[0.9954209,0.001736666,0.0004375701,0.0007607586,0.001282774,0.0003614461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000163973,0.00003217269,0.002762186,0.001084777,0.00005003537,0.00003147165,0.0000343891,0.0003931314,0.00009799413,0.0006660344,0.9890703,0.005613511],"study_design_scores_gemma":[0.0002570183,0.00002694005,0.00552151,0.0003416494,0.00004438153,0.000053329,0.0001251966,0.0004393414,0.0001689418,0.001272618,0.9917241,0.00002509164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001688358,0.00003850836,0.00008742819,0.00004244347,0.00001247113,0.0000202044,0.9988958,0.000141496,0.00059284],"genre_scores_gemma":[0.0006313269,0.00004572948,0.0006002423,0.00006428069,0.000005637864,0.0002353323,0.9974694,0.00006193109,0.0008860936],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8640114,"threshold_uncertainty_score":0.4549273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957338597040789,"score_gpt":0.3143508476811391,"score_spread":0.2847774617107312,"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."}}