{"id":"W2025764032","doi":"10.1139/f01-062","title":"Analyses of length and age distributions using continuation-ratio logits","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistics; Mathematics; Variance (accounting); Smoothness; Normal distribution; Accounting; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01491707,0.0007512459,0.001134032,0.003503079,0.0004779211,0.001438543,0.001789819,0.0007187521,0.005722409],"category_scores_gemma":[0.06775953,0.000493474,0.001646373,0.002692238,0.001255069,0.002612726,0.00166166,0.001772262,0.001302793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006957249,"about_ca_system_score_gemma":0.0005378298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004856675,"about_ca_topic_score_gemma":0.003356038,"domain_scores_codex":[0.988015,0.006817305,0.0005530094,0.001886825,0.002379135,0.0003487264],"domain_scores_gemma":[0.9522477,0.0370122,0.004305859,0.004046611,0.002013088,0.0003746071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003081804,0.0004638962,0.4264363,0.0005735455,0.001990053,0.001041838,0.003670175,0.1142012,0.01517959,0.03820107,0.004034163,0.3911263],"study_design_scores_gemma":[0.0001495528,0.00108269,0.2551461,0.00007827279,0.000207349,0.001439383,0.0009824079,0.6771958,0.004655039,0.05094958,0.007779759,0.0003340619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3297273,0.0002643387,0.6632992,0.0001300666,0.00004828236,0.000376445,0.002104902,0.001733143,0.002316342],"genre_scores_gemma":[0.857135,0.0001536911,0.136745,0.00004434839,0.00004689335,0.0008136434,0.001929214,0.0003044363,0.002827814],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01491707,"threshold_uncertainty_score":0.07888991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08253203451269082,"score_gpt":0.3068136679118136,"score_spread":0.2242816333991228,"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."}}