{"id":"W6923607790","doi":"10.14288/1.0356833","title":"Business and industrial opportunities in western Canada","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Western europe; Business model","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001166598,0.00004709553,0.00008194614,0.000003285559,0.002254732,0.001196055,0.0002302756,0.00003211437,0.0001756788],"category_scores_gemma":[0.00008972515,0.00001956452,0.000005516789,0.0001303619,0.00003873977,0.0002283134,0.0001897143,0.00004996995,1.893434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005877018,"about_ca_system_score_gemma":0.0001872567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9701918,"about_ca_topic_score_gemma":0.9961326,"domain_scores_codex":[0.9996247,0.00002505802,0.00008306435,0.0001068668,0.0000553831,0.0001048862],"domain_scores_gemma":[0.9997953,0.0000380573,0.00003558978,0.00003957258,0.00004918257,0.00004229811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006009057,0.00006609961,0.5547935,0.000004660711,0.00001097955,0.00004014451,0.00006820037,0.000001182247,0.0001085699,0.00007502887,0.3730374,0.0717342],"study_design_scores_gemma":[0.0001418191,0.00001226296,0.7831393,0.000006819975,0.00000120752,0.000002176039,0.0005725129,0.000001907919,0.00001535382,0.0003437551,0.2156951,0.00006785578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255348,0.000004859878,4.926456e-8,0.008772578,0.0001668653,0.0002481432,0.00001755382,0.000004666705,0.06525041],"genre_scores_gemma":[0.8131491,0.00001912138,0.00000384137,0.00006482353,0.0000472442,0.00002847484,0.00000777775,2.135222e-7,0.1866794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2283458,"threshold_uncertainty_score":0.9998408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09648719270614017,"score_gpt":0.251624453457178,"score_spread":0.1551372607510378,"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."}}