{"id":"W7099034706","doi":"","title":"From Hunting to Farming: Exploring the Development of Industrial Aquaculture in Newfoundland and Labrador from a Complex Systems Perspective","year":2000,"lang":"en","type":"article","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquaculture; Perspective (graphical); Resource (disambiguation); Section (typography); Resource management (computing)","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":[0.0004721665,0.0001495588,0.0001282821,0.001213385,0.002245805,0.003202473,0.0006696586,0.0003479241,0.002281385],"category_scores_gemma":[0.0006935615,0.0001369184,0.0001575629,0.0015193,0.004162519,0.001060785,0.001738891,0.0004593541,0.00007614654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02946343,"about_ca_system_score_gemma":0.01038545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8866182,"about_ca_topic_score_gemma":0.9695925,"domain_scores_codex":[0.9995816,0.00008465138,0.000008190945,0.00004037118,0.00003789196,0.0002472115],"domain_scores_gemma":[0.9993649,0.000174993,0.0001856776,0.00002416936,0.0001012604,0.0001489421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001957323,0.0001866728,0.54792,0.0003863819,0.0001046274,0.008040583,0.1472667,0.009833969,0.003659794,0.09817213,0.007749103,0.1764844],"study_design_scores_gemma":[0.000008096699,0.00007657511,0.763458,0.0002148161,0.00003501878,0.0004371217,0.183197,0.001793839,0.0006573831,0.004135344,0.04594085,0.00004592796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543851,0.002098332,0.0008528084,0.003740986,0.00001291619,0.00002211998,0.0001716732,0.00001275535,0.03870327],"genre_scores_gemma":[0.9931532,0.001378996,0.0008822985,0.000232124,0.000004261869,0.000009160752,0.0000636393,0.000003359969,0.004272904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1133818,"threshold_uncertainty_score":0.228099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04517387975336267,"score_gpt":0.2799196719424329,"score_spread":0.2347457921890702,"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."}}