{"id":"W6922458301","doi":"10.11575/wkm3-y645","title":"Episode 5: Margaret Paston / Diane Watt","year":2022,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Watt; Power (physics); Exposition (narrative); Gloom","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001277795,0.0002837605,0.0004863093,0.0006215218,0.0001060435,0.00000427781,0.0007340026,0.0002883428,0.2112471],"category_scores_gemma":[0.00001409892,0.0003856139,0.0002260495,0.0002802157,0.000285665,0.00004973809,0.0005749209,0.0004352952,0.003723598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424961,"about_ca_system_score_gemma":0.0001003252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006464866,"about_ca_topic_score_gemma":0.002999654,"domain_scores_codex":[0.9984589,0.0001736091,0.000105636,0.0004382219,0.0005113165,0.0003123183],"domain_scores_gemma":[0.9988348,0.00003860659,0.0002961787,0.000653522,0.00002952551,0.0001473216],"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":[0.00009782308,0.00009286368,0.001237511,0.00009360069,0.0001801731,0.000442075,0.000147927,0.000002024052,0.00004709907,0.0007844485,0.9951873,0.001687195],"study_design_scores_gemma":[0.000754229,0.0000639521,0.0007926801,0.00006796814,0.0001559477,0.000008431052,0.0002120027,0.00002652174,0.00000891206,0.00002894182,0.99751,0.0003704046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001264292,0.0005681391,0.0001486794,0.00008679043,0.0002011841,0.0003218804,0.0009835288,0.0004378725,0.9971255],"genre_scores_gemma":[0.0001282557,0.0001336554,0.001393281,0.00005179651,0.00006201701,2.453916e-7,0.001016594,0.0006491742,0.996565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2075235,"threshold_uncertainty_score":0.9998596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007116311904692293,"score_gpt":0.1798036136822928,"score_spread":0.1726873017776006,"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."}}