{"id":"W6923895849","doi":"10.14288/1.0082464","title":"Nanaimo Courier","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Work (physics); Investment (military); Key (lock)","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"],"consensus_categories":[],"category_scores_codex":[0.0003494508,0.00003102537,0.00005921745,0.00001177841,0.006201166,0.0005998603,0.0001791504,0.00002805343,0.0006724633],"category_scores_gemma":[0.0003207101,0.00003064538,0.00001980455,0.0006474137,0.000122389,0.0001504281,0.00005479427,0.00004085802,0.000062756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644091,"about_ca_system_score_gemma":0.0008700578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1511407,"about_ca_topic_score_gemma":0.1289238,"domain_scores_codex":[0.999505,0.0000782517,0.00005848493,0.00007780382,0.0001642844,0.0001161484],"domain_scores_gemma":[0.999561,0.00005713707,0.00002027997,0.00004637279,0.0002039111,0.0001113662],"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":[0.000001845699,0.00003657407,0.0001475138,1.217314e-7,0.000009618497,1.9556e-7,0.01228815,9.664616e-7,9.353782e-8,0.03040098,0.956967,0.0001469319],"study_design_scores_gemma":[0.00008720358,0.00001007587,0.0001944373,0.000001436101,0.000004685474,1.616085e-7,0.03344158,5.634767e-7,9.714696e-7,0.03798432,0.9282302,0.00004435861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000219914,0.00006041282,0.00001788455,0.008297822,0.0006978089,0.0001858247,0.000004549106,0.00002366356,0.9904921],"genre_scores_gemma":[0.03987398,0.00004212702,0.0003081583,0.0002960362,0.0003979562,0.0000889698,8.683386e-7,0.00000312987,0.9589888],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03965406,"threshold_uncertainty_score":0.9950926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061961523061281,"score_gpt":0.3929120535389015,"score_spread":0.2867159012327734,"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."}}