{"id":"W3134453464","doi":"","title":"Chondroitin Sulphate Acts as an 'Alarm Cue' in Zebrafish","year":2020,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Thigmotaxis; Zebrafish; ALARM; Fish <Actinopterygii>; Chemistry; Artificial intelligence; Open field; Computer science; Fishery; Biology; Biochemistry; Endocrinology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009881814,0.0001784431,0.0001847292,0.0002804692,0.0002953805,0.0001553807,0.001418778,0.0001966191,0.0001488805],"category_scores_gemma":[0.0007606206,0.0002030623,0.00006777496,0.001247197,0.000419926,0.00004449617,0.00128525,0.0006784737,0.0001614714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536714,"about_ca_system_score_gemma":0.000308657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001871225,"about_ca_topic_score_gemma":0.0001912683,"domain_scores_codex":[0.9968057,0.0001057992,0.0001773179,0.0008632934,0.001187426,0.0008604302],"domain_scores_gemma":[0.9981964,0.00003251927,0.00004796245,0.0002339728,0.0005217711,0.0009673957],"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":[0.0009004374,0.0008912389,0.04261088,0.0001234618,0.00009666727,0.0001961597,0.00278119,0.000002497455,0.9046458,0.006676819,0.0386394,0.002435422],"study_design_scores_gemma":[0.003718354,0.002813735,0.06855431,0.00005591179,0.00001409445,0.00001426201,0.01710467,0.0001583548,0.1222999,0.0004985259,0.7841539,0.0006140186],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731296,0.00003392583,0.00002981782,0.008558943,0.00001359549,0.0008061,0.00002271876,0.00004720158,0.01735806],"genre_scores_gemma":[0.9971536,0.000218361,0.0001486486,0.0005289406,0.0001983649,0.00001648819,0.00007847522,0.00002745769,0.001629599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.782346,"threshold_uncertainty_score":0.828064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06378660632941943,"score_gpt":0.376462280597529,"score_spread":0.3126756742681095,"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."}}