{"id":"W4405073738","doi":"10.3390/ani14233519","title":"Physical Measures of Welfare in Fin (Balaenoptera physalus) and Humpback Whales (Megaptera novangliae) Found in an Anthropized Environment: Validation of a First Animal-Based Indicator in Mysticetes","year":2024,"lang":"en","type":"article","venue":"Animals","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Cegep de Sept Iles","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Balaenoptera; Fishery; Whale; Welfare; Biology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000386143,0.0002358408,0.0004855715,0.00015526,0.00003995109,0.00003427238,0.0002054837,0.00007161777,0.0004534359],"category_scores_gemma":[0.00007808983,0.0002254778,0.00005499781,0.0004727067,0.0003105435,0.0003523103,0.0002315721,0.0001566302,0.00002570908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169072,"about_ca_system_score_gemma":0.00001278583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833324,"about_ca_topic_score_gemma":0.005933876,"domain_scores_codex":[0.9981596,0.0001291943,0.0005196096,0.0005245408,0.0003779906,0.0002891019],"domain_scores_gemma":[0.999427,0.0001593234,0.0001346123,0.0002164731,0.000007303904,0.00005535597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002489015,0.0006568009,0.9613495,0.0005881875,0.00002162684,0.00005247453,0.003083878,0.0004981828,0.02710591,0.0003654532,0.00001270434,0.006016368],"study_design_scores_gemma":[0.0009366855,0.0006405672,0.9837846,0.0003389029,0.00002692853,0.000001405629,0.0003745514,0.004133224,0.008343899,0.0002193761,0.0009408965,0.0002589879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978831,0.0009180732,0.000006475869,0.0002922936,0.00001551913,0.0004158949,0.00002497843,0.00001756453,0.0004260944],"genre_scores_gemma":[0.9993792,0.0001738518,0.0003210766,0.00002628478,0.00001851292,0.00004591742,0.000007907913,0.00002414298,0.000003160539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02243506,"threshold_uncertainty_score":0.9194716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762377879157951,"score_gpt":0.2704242096177665,"score_spread":0.242800430826187,"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."}}