{"id":"W4408774491","doi":"10.62791/19890","title":"Movements and habitat selection of basking sharks, cetorhinus maximus gunnerus, in the western north Atlantic ocean","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Geography; Selection (genetic algorithm); Fishery; Oceanography; Ecology; Geology; Biology; Computer science; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0001711647,0.000118493,0.0001186564,0.000411892,0.0002214766,0.000241081,0.0001250303,0.0001361717,0.0004906383],"category_scores_gemma":[0.0003535918,0.0001033661,0.0001230876,0.0003413803,0.0002259291,0.0001914015,0.0002604709,0.0001050444,0.00009143129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452586,"about_ca_system_score_gemma":0.0001895393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03524232,"about_ca_topic_score_gemma":0.1511611,"domain_scores_codex":[0.9999149,0.00001358933,0.00001043941,0.00002624888,0.00001668757,0.00001810293],"domain_scores_gemma":[0.9997277,0.00002932711,0.0001431314,0.00001220642,0.00002990032,0.00005776727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003637846,0.0000138735,0.996914,0.000005409135,0.00001555434,0.00004176487,0.0002060108,0.00002939181,0.001014413,0.000003219197,0.00004298941,0.00167699],"study_design_scores_gemma":[3.564876e-7,0.000006977389,0.9998221,6.7423e-7,0.000001324046,0.000009833635,0.0001191069,0.00001830793,0.000008822089,7.874628e-7,0.00001146977,3.703789e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998615,0.00001810241,0.000007056232,0.000004862946,7.851534e-7,7.751873e-7,0.00004645239,5.186881e-7,0.00005987493],"genre_scores_gemma":[0.9996829,0.00003299343,0.00003712573,0.00001256485,0.000001745158,0.000002850263,0.0001170536,4.349579e-7,0.0001122192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03524232,"threshold_uncertainty_score":0.07007438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006523685069017403,"score_gpt":0.2237055990019708,"score_spread":0.2171819139329534,"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."}}