{"id":"W3155879352","doi":"10.7202/1076528ar","title":"“It’s impossible that there’s no connection”","year":2021,"lang":"en","type":"article","venue":"Narrative Works","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Autobiographical memory; Psychology; Language acquisition; Second-language acquisition; Cognitive psychology; Linguistics; Recall; Mathematics education","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003462262,0.00009040078,0.0001474391,0.00003280515,0.001038978,0.0001089189,0.000128902,0.000157476,0.006105206],"category_scores_gemma":[0.0003349442,0.00008790817,0.00007957657,0.0003325755,0.0002373238,0.0001506538,0.00001735359,0.0002869946,0.0002782803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229477,"about_ca_system_score_gemma":0.0006652911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006542191,"about_ca_topic_score_gemma":0.004273962,"domain_scores_codex":[0.9988173,0.0002882775,0.0001134841,0.0002424444,0.0002545965,0.0002839415],"domain_scores_gemma":[0.9991578,0.0002612525,0.00005844453,0.0001445833,0.000229525,0.0001483911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002557216,0.0001834524,0.007102463,0.000005951139,0.00005531396,0.00002944432,0.658804,0.000009673442,0.0001729149,0.03137444,0.2958353,0.006401531],"study_design_scores_gemma":[0.0001507658,0.00002584232,0.000520718,0.00003280697,0.000006318051,0.000001119719,0.3155999,0.000002739783,0.0001015099,0.0007635301,0.6826728,0.0001219385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04892981,0.001705625,0.0002350839,0.0236243,0.004276673,0.00009733393,0.000002151606,0.0001399631,0.920989],"genre_scores_gemma":[0.930988,0.0001808372,0.0002295883,0.001158895,0.0009289938,0.00001747283,0.000004991162,0.00001066654,0.06648055],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8820582,"threshold_uncertainty_score":0.9948034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143329546532345,"score_gpt":0.3897942457147046,"score_spread":0.2754612910614702,"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."}}