{"id":"W3018962120","doi":"10.18740/ss27292","title":"To Mel Watkins","year":2020,"lang":"en","type":"article","venue":"Socialist studies","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001783434,0.0009695482,0.000739351,0.001188982,0.003864758,0.007179219,0.001283083,0.004398546,0.02773816],"category_scores_gemma":[0.01532682,0.0002937453,0.0003881466,0.0007357831,0.003082983,0.006798118,0.003193949,0.01139436,0.01042746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250765,"about_ca_system_score_gemma":0.002004223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009452072,"about_ca_topic_score_gemma":0.01724731,"domain_scores_codex":[0.9982566,0.0005673221,0.00006545053,0.0004043825,0.0005451254,0.0001611266],"domain_scores_gemma":[0.9947572,0.001422832,0.0002745941,0.0002346203,0.002157501,0.001153252],"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":[0.00001463723,0.00001149678,0.00007627682,0.00005177234,0.000003197628,0.00005219407,0.001039303,0.00001017439,0.00007573363,0.006703315,0.9823391,0.009622864],"study_design_scores_gemma":[0.000004185873,0.000006978548,0.0001269017,0.0001428188,0.000002429645,0.0001138454,0.002063069,0.00001471198,0.00005883085,0.002412644,0.9950414,0.00001205481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006888342,0.04839317,0.000640704,0.7575577,0.1673461,0.00001663053,0.00009144061,0.00009376059,0.02517161],"genre_scores_gemma":[0.01882024,0.03505199,0.0006723824,0.4219181,0.1268226,0.00006418186,0.0001078308,0.0003031367,0.3962395],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02773816,"threshold_uncertainty_score":0.09279335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2030019635087192,"score_gpt":0.3290646711054094,"score_spread":0.1260627075966902,"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."}}