{"id":"W4308588520","doi":"10.1080/08923647.2022.2139959","title":"Speaking Personally–with Kristina Ishmael","year":2022,"lang":"en","type":"article","venue":"American Journal of Distance Education","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003876979,0.00005679903,0.0001323443,0.00006136983,0.0005574307,0.00003387622,0.0001856341,0.000004299427,0.00004910521],"category_scores_gemma":[0.00006773612,0.0000503933,0.00004515528,0.0003622859,0.0002737977,0.0001538202,0.00001713176,0.0001460058,0.00000235684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002600737,"about_ca_system_score_gemma":0.0008108598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006177545,"about_ca_topic_score_gemma":0.0007902758,"domain_scores_codex":[0.9990201,0.0001440917,0.0001540319,0.00008251928,0.0004407679,0.0001584788],"domain_scores_gemma":[0.9992755,0.00005027776,0.000340179,0.00006005197,0.000195485,0.00007851741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000174142,0.0003746665,0.2296017,0.00000683928,0.00006065912,0.00001016979,0.06291581,0.000018099,0.00003101227,0.0176502,0.002193953,0.6869627],"study_design_scores_gemma":[0.0001162482,0.0004507701,0.0220169,0.00003076122,0.00002484797,0.00002832106,0.7303662,8.593295e-7,0.000003725376,0.0002380707,0.246623,0.0001003425],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722434,0.002336697,0.001241029,0.003242464,0.0007853119,0.00006836232,0.000003698446,0.000009699133,0.02006934],"genre_scores_gemma":[0.9976591,0.00005559677,0.0007329196,0.0003248896,0.0005159348,0.000007327281,9.808321e-7,0.000006692128,0.0006965813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6868623,"threshold_uncertainty_score":0.4287363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203323821631667,"score_gpt":0.2870681134547657,"score_spread":0.2750348752384491,"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."}}