{"id":"W2735221087","doi":"10.14288/canlit.vi227.202476","title":"Truths and Consequences","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"History; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00275658,0.00003102693,0.00006543683,0.0000244181,0.004207774,0.0007783924,0.0001716247,0.00004067251,0.001479384],"category_scores_gemma":[0.002198622,0.00002022765,0.00001370198,0.0004341253,0.001439629,0.0002301355,0.00004630829,0.00005479002,0.00001245663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004805696,"about_ca_system_score_gemma":0.0004580225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0308501,"about_ca_topic_score_gemma":0.01466729,"domain_scores_codex":[0.9984378,0.001079248,0.00006673218,0.0001160534,0.0001466819,0.0001535397],"domain_scores_gemma":[0.9978964,0.001806521,0.00002012027,0.00006386867,0.0001072318,0.0001059147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000280161,0.00004551615,0.0003297418,0.000004312167,0.00003290607,0.000003508634,0.01091642,1.069034e-7,0.001821571,0.6011271,0.3410139,0.04467684],"study_design_scores_gemma":[0.0001815415,0.00004748262,0.00009730332,0.00001901581,0.000002667457,8.88953e-7,0.007811995,0.000001178307,0.0002262617,0.3193873,0.6721635,0.00006085503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004152369,0.00004515768,0.004575974,0.03519406,0.0001101784,0.0002563493,0.00001831816,0.0000208005,0.9593639],"genre_scores_gemma":[0.09747132,0.001299597,0.01157685,0.0002073699,0.0001012299,0.0001051334,2.04799e-7,0.000005674789,0.8892326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3311497,"threshold_uncertainty_score":0.9994334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2786013879394774,"score_gpt":0.551793552295659,"score_spread":0.2731921643561815,"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."}}