{"id":"W4397004073","doi":"10.3390/fishes9050185","title":"Light Intensity of Phosphorescent-Netting Pots and Determining Their Visibility to Snow Crab (Chionoecetes opilio) Using Visual Modeling Techniques","year":2024,"lang":"en","type":"article","venue":"Fishes","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Universitetet i Tromsø","keywords":"Snow; Netting; Environmental science; Visibility; Abiotic component; Ecology; Light intensity; Fishery; Geography; Biology; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001597869,0.0002585509,0.000146052,0.0003575278,0.0001427983,0.0004688594,0.000228885,0.0001666194,0.0005743664],"category_scores_gemma":[0.0007507846,0.0001567922,0.0004033527,0.0002036202,0.0001736011,0.0002889589,0.0003557608,0.00012924,0.00007929297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752505,"about_ca_system_score_gemma":0.000255781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005687989,"about_ca_topic_score_gemma":0.009062862,"domain_scores_codex":[0.9999117,0.00001582929,0.000003930388,0.00003377887,0.00001941245,0.00001532266],"domain_scores_gemma":[0.9997154,0.0001003126,0.0001118721,0.00002163777,0.00002663974,0.00002409539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004603111,0.0001524174,0.7189842,0.0001459046,0.0001776749,0.0003550569,0.000577404,0.1003051,0.1527614,0.0007617658,0.0001667755,0.02515196],"study_design_scores_gemma":[0.00001565615,0.0004882652,0.7629113,0.00002264372,0.00009142012,0.0003715768,0.0004562222,0.2227438,0.01198771,0.0004594041,0.0004171923,0.00003490507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962592,0.0000268097,0.003214067,0.000005899811,8.743032e-7,0.000003064549,0.00004139368,0.00001802684,0.0004307721],"genre_scores_gemma":[0.9985953,0.00001774073,0.001220146,0.000002911363,4.807055e-7,0.0000047277,0.00003789426,0.000004100397,0.000116606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005687989,"threshold_uncertainty_score":0.01130974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553364600225858,"score_gpt":0.2822330910444656,"score_spread":0.2566994450422071,"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."}}