{"id":"W2918095693","doi":"10.1353/mos.2018.0049","title":"Graduate Student Panel","year":2018,"lang":"en","type":"article","venue":"Mosaic","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Mathematics education; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002992731,0.0006485846,0.0006338925,0.001196114,0.005653257,0.005345073,0.001405099,0.01073829,0.4209063],"category_scores_gemma":[0.005120286,0.0004763992,0.0007907317,0.0007683687,0.0006762507,0.002220103,0.003636471,0.00587162,0.201679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002070676,"about_ca_system_score_gemma":0.0059901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005229283,"about_ca_topic_score_gemma":0.02353233,"domain_scores_codex":[0.9985086,0.0001613795,0.00003851392,0.0002868748,0.0005275112,0.000476927],"domain_scores_gemma":[0.9968354,0.0004408286,0.00007472226,0.0001646181,0.001182388,0.001302061],"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":[0.00005528252,0.00004238342,0.0001769422,0.00003489649,0.00000159959,0.00006333333,0.00005259122,0.0000195529,0.000287067,0.002334883,0.9886581,0.008273401],"study_design_scores_gemma":[0.00002237222,0.0000219053,0.000884621,0.00006941615,0.000003295475,0.0000178741,0.0002542406,0.00004010788,0.0001583477,0.0008868129,0.9976348,0.000006304457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005086348,0.001868394,0.0009787148,0.138298,0.04122428,0.001357492,0.004775799,0.00037506,0.8060358],"genre_scores_gemma":[0.004111024,0.0003259243,0.0001482221,0.01628721,0.002301502,0.0002929967,0.0005181974,0.00005773956,0.9759572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4209063,"threshold_uncertainty_score":0.8260069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382536655968811,"score_gpt":0.2970714842223352,"score_spread":0.1588178186254541,"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."}}