{"id":"W2210201514","doi":"","title":"Atlantic Canada aquaculture industry research and development network - driving research.","year":2009,"lang":"en","type":"article","venue":"","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Aquaculture; Fishing industry; Fishery; Environmental resource management; Fishing; Environmental science; Fish <Actinopterygii>","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":[0.003314242,0.0007016503,0.0004738636,0.002843946,0.00268916,0.002085267,0.001449546,0.001185186,0.03508994],"category_scores_gemma":[0.005304189,0.0003885457,0.0003337799,0.005613626,0.0007193643,0.001009452,0.00156094,0.001248374,0.00582485],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03079418,"about_ca_system_score_gemma":0.2053953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9770865,"about_ca_topic_score_gemma":0.9911487,"domain_scores_codex":[0.9967078,0.000209965,0.0001076003,0.0002308492,0.002051667,0.0006920482],"domain_scores_gemma":[0.9782926,0.0006682021,0.0003701071,0.0004055656,0.01715142,0.003112007],"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":[0.0002453317,0.0001221796,0.02118696,0.0004926287,0.00002895369,0.0001031408,0.000192099,0.0001886511,0.001113317,0.00371524,0.8789836,0.09362798],"study_design_scores_gemma":[0.00005483666,0.00007040905,0.08869718,0.0004881741,0.00005368553,0.00006262335,0.0009675135,0.0004111906,0.001711252,0.0004754563,0.9069796,0.00002813778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02920685,0.02491271,0.002690844,0.1322494,0.004710173,0.001469698,0.3507223,0.001148362,0.4528897],"genre_scores_gemma":[0.1162374,0.02611546,0.01536939,0.01641086,0.0004894514,0.0005850837,0.1275746,0.0004317301,0.6967859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9692058,"threshold_uncertainty_score":0.2234285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0568002464396421,"score_gpt":0.3246228290585716,"score_spread":0.2678225826189295,"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."}}