{"id":"W3014764550","doi":"10.7202/1068491ar","title":"Do You Come Here Often?","year":2020,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Geography; Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0003729899,0.00004442375,0.0000519153,0.000006938657,0.0002805184,0.00009190103,0.0002735876,0.00003006868,0.002013917],"category_scores_gemma":[0.0002069613,0.00002942614,0.0000361468,0.0001207322,0.0001451017,0.0001745642,0.00001717378,0.0001226666,0.001173052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001151163,"about_ca_system_score_gemma":0.0000723302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001637885,"about_ca_topic_score_gemma":0.00007259681,"domain_scores_codex":[0.9992877,0.0002160854,0.00005908379,0.00009440153,0.0002020438,0.0001406501],"domain_scores_gemma":[0.9994181,0.0003452076,0.00003949023,0.0000955924,0.00002335455,0.00007820319],"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":[0.0001206098,0.0000884456,0.04380331,0.00003315679,0.0001021401,0.000007403595,0.5615201,0.000006709411,0.0002200833,0.2877795,0.09000443,0.01631414],"study_design_scores_gemma":[0.00006779032,0.00002002118,0.003418097,0.000003697641,0.00001381536,4.989421e-7,0.04054793,0.000003332166,0.00002072513,0.003087638,0.9527482,0.00006827356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1603913,0.0002960004,0.000006880902,0.6756758,0.0002998385,0.00009687222,0.000002870003,0.00004913854,0.1631813],"genre_scores_gemma":[0.9794311,0.00002995388,0.00006731262,0.01673766,0.000880908,0.000005172259,0.000001186918,0.000004934024,0.002841793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8627437,"threshold_uncertainty_score":0.9996046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258216427752688,"score_gpt":0.3695986449064446,"score_spread":0.2437770021311758,"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."}}