{"id":"W4231310529","doi":"10.15273/pnsis.v49i2.8168","title":"Membership Form","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001715287,0.00118344,0.00150111,0.002203634,0.00388865,0.005454911,0.002012743,0.003106211,0.8638672],"category_scores_gemma":[0.00851747,0.0004460736,0.0006157641,0.001467066,0.0007341162,0.002139925,0.003686746,0.002075362,0.889627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001704793,"about_ca_system_score_gemma":0.003987399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009485453,"about_ca_topic_score_gemma":0.01662738,"domain_scores_codex":[0.9984468,0.0001779482,0.00008409703,0.0002666091,0.0006011532,0.0004234237],"domain_scores_gemma":[0.9932725,0.0006813214,0.000191188,0.0009547794,0.0024597,0.002440429],"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":[0.000065099,0.00003805903,0.0001418507,0.00009080566,0.000002860259,0.00003473762,0.00003738877,0.00003809059,0.0004076507,0.001983039,0.9692901,0.0278702],"study_design_scores_gemma":[0.00002583331,0.00001961337,0.0006105264,0.00008234588,0.000002625073,0.00001791784,0.00004683316,0.0001685509,0.0001307684,0.0006359265,0.9982515,0.000007485714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001030444,0.0002679987,0.0009878161,0.002343802,0.006518819,0.0005346288,0.007774519,0.0009707344,0.9795712],"genre_scores_gemma":[0.001460645,0.00009469694,0.0001186052,0.0005209891,0.0003279173,0.000159034,0.001386664,0.0001769282,0.9957546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1361328,"threshold_uncertainty_score":0.1941769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0655574355840621,"score_gpt":0.2367803737352536,"score_spread":0.1712229381511915,"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."}}