{"id":"W4396688809","doi":"10.1371/journal.pone.0298657","title":"Pebble to the Metal: A Boulder Approach to Enrichment for Danio rerio","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Zebrafish; Danio; Pebble; Preference; Biology; Psychology; Ecology; Genetics; Mathematics","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":[0.0003035001,0.00008767197,0.0000929826,0.00004189321,0.0000801124,0.00007011491,0.0003257025,0.00006121054,0.00002170514],"category_scores_gemma":[0.0003080461,0.00006174311,0.00005855379,0.0002487252,0.00003401811,0.00000187246,0.0002110533,0.00008092108,0.0001461015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002580527,"about_ca_system_score_gemma":0.0000904434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001043666,"about_ca_topic_score_gemma":0.00001134658,"domain_scores_codex":[0.9989202,0.00002208201,0.0001164238,0.0003737812,0.0002907864,0.0002767225],"domain_scores_gemma":[0.9992425,0.00002924346,0.000009177856,0.0004312559,0.00007590944,0.0002118486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002977196,0.0005319148,0.000006309675,0.00008560931,0.0002639435,3.447853e-7,0.00008738729,0.000003886133,0.8871125,0.001524334,0.1083582,0.001995858],"study_design_scores_gemma":[0.0001046489,0.0002851872,0.00008131225,0.00002085587,0.00005056518,0.000001033561,0.00004232904,0.0003715703,0.2785002,0.0001737378,0.7202623,0.0001062892],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4249738,0.005829297,0.3728687,0.1503394,0.0002321836,0.01295595,0.0006875919,0.000263803,0.03184924],"genre_scores_gemma":[0.9192188,0.0001306562,0.04776546,0.0044969,0.001031264,0.007670374,0.0004221939,0.00007048248,0.01919389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6119041,"threshold_uncertainty_score":0.2517811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05143638256643827,"score_gpt":0.3083849094538992,"score_spread":0.2569485268874609,"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."}}