{"id":"W1995318885","doi":"10.1007/s12129-015-9504-1","title":"In the Beginning, and in the End","year":2015,"lang":"en","type":"article","venue":"Academic Questions","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Philosophy of education; Higher education; Pedagogy; Sociology; Mathematics education; Political science; Psychology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01277783,0.0006880623,0.00125119,0.001422426,0.01147622,0.02020438,0.002444703,0.0149026,0.01756069],"category_scores_gemma":[0.03522573,0.0005667441,0.0007203549,0.001083532,0.0244391,0.03222665,0.008408805,0.03081845,0.007960263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006280366,"about_ca_system_score_gemma":0.00785845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005602869,"about_ca_topic_score_gemma":0.008864595,"domain_scores_codex":[0.9884504,0.006927433,0.0004864445,0.001002018,0.002002945,0.001130795],"domain_scores_gemma":[0.9653592,0.01683879,0.001875377,0.003445729,0.00676949,0.005711482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009049585,0.0001055021,0.00153618,0.0002197419,0.00002305259,0.0002371449,0.01303246,0.0001116002,0.0007410556,0.8645526,0.0999089,0.01944139],"study_design_scores_gemma":[0.00002171149,0.00006692739,0.001282698,0.0003957946,0.000009452682,0.0003008671,0.02764569,0.0002486623,0.000763434,0.4451537,0.5240223,0.00008877184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006025019,0.01322652,0.01996573,0.819405,0.02540926,0.0001133906,0.0002122502,0.0002342331,0.1154087],"genre_scores_gemma":[0.3736801,0.01077525,0.02600766,0.3679539,0.03212835,0.0004143254,0.0003532144,0.0006424325,0.1880449],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02020438,"threshold_uncertainty_score":0.06757641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1723680047598123,"score_gpt":0.4573819474202664,"score_spread":0.2850139426604541,"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."}}