{"id":"W7027103929","doi":"","title":"The Barbados Marine Reserve and involvement of fishers in its decision-making: outcomes, history, and processes","year":2012,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Patience; Marine reserve; Government (linguistics); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.004037232,0.0001924573,0.0001961164,0.0009415734,0.009218616,0.006544165,0.0008301601,0.001209889,0.01346772],"category_scores_gemma":[0.006902648,0.0001795447,0.0001352204,0.001408062,0.007389589,0.002244728,0.003226066,0.002168847,0.0007290519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01230496,"about_ca_system_score_gemma":0.01632862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3236774,"about_ca_topic_score_gemma":0.5143737,"domain_scores_codex":[0.9979749,0.0008926541,0.00003127302,0.0001608764,0.0002775318,0.0006627262],"domain_scores_gemma":[0.9933066,0.002051415,0.000894868,0.0001539275,0.000978905,0.002614299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000442332,0.0006954964,0.2225839,0.0003247123,0.00009122494,0.001395447,0.2657409,0.00134273,0.0004407491,0.2608485,0.06656504,0.179529],"study_design_scores_gemma":[0.0000244265,0.0001166193,0.3484852,0.001161114,0.00004512611,0.000127535,0.4752697,0.0007674546,0.0002915036,0.0333729,0.1402587,0.00007983199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6412437,0.003388269,0.000864481,0.06869642,0.0002593219,0.00005806239,0.0004066635,0.00001716601,0.285066],"genre_scores_gemma":[0.9760039,0.001238403,0.0002481995,0.0005292231,0.00003394367,0.00001690898,0.0000833111,0.00001751489,0.02182865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3236774,"threshold_uncertainty_score":0.6435867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223145043855711,"score_gpt":0.237901972125176,"score_spread":0.2256705216866189,"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."}}