{"id":"W4254528721","doi":"10.1016/s0964-5691(03)00004-8","title":"Preface","year":2003,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Geography; Political science","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":[0.00117371,0.0007503526,0.0005509216,0.002770291,0.002578823,0.00254318,0.001123694,0.001003238,0.526382],"category_scores_gemma":[0.008730776,0.00023939,0.0004903699,0.001693481,0.0003840924,0.001934217,0.001724674,0.002283322,0.3516912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617169,"about_ca_system_score_gemma":0.002327358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009788654,"about_ca_topic_score_gemma":0.01175491,"domain_scores_codex":[0.9994876,0.00006251281,0.00003310393,0.00007249531,0.0002911334,0.00005308845],"domain_scores_gemma":[0.9941562,0.0006174772,0.0001560207,0.0004593346,0.003928798,0.0006821353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000156078,0.0000127019,0.00007013707,0.00003964041,7.080974e-7,0.00002508821,0.00002341076,0.00002556286,0.00006188175,0.001383294,0.9768784,0.02146373],"study_design_scores_gemma":[0.00000285872,0.000007352174,0.0003480212,0.00005409335,9.882883e-7,0.00001961915,0.0000547004,0.00002159169,0.00006120799,0.0009456399,0.9984812,0.000002652873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001276252,0.004912513,0.004038217,0.02665281,0.1910696,0.0008320883,0.01455943,0.001301148,0.755358],"genre_scores_gemma":[0.002399553,0.001372493,0.0008092897,0.002874346,0.008921951,0.0001891872,0.004445638,0.0002785238,0.978709],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.526382,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111021675795981,"score_gpt":0.226868881741099,"score_spread":0.2157586649831391,"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."}}