{"id":"W2738021428","doi":"10.21810/sfuer.v10i1.313","title":"Searching for the Learning Space","year":2017,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Space (punctuation); Dilemma; Transformational leadership; Psychology; Generative grammar; Sociology; Aesthetics; Pedagogy; Epistemology; Computer science; Artificial intelligence; Social psychology; Art; Linguistics; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00108295,0.00004069343,0.00006852897,0.000008823309,0.00267856,0.000164173,0.0003945408,0.00001686653,0.0004196808],"category_scores_gemma":[0.006388916,0.00002973819,0.00006266736,0.00003654362,0.0001601275,0.0001203268,0.00002109048,0.00009501429,0.00008396657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003607965,"about_ca_system_score_gemma":0.0005812899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005308673,"about_ca_topic_score_gemma":0.0002859878,"domain_scores_codex":[0.9994435,0.00007368566,0.00008689731,0.00009475844,0.0001680308,0.0001330681],"domain_scores_gemma":[0.9989154,0.0005328923,0.0001304938,0.0002076561,0.0001655577,0.00004802757],"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":[6.582301e-7,0.00001601411,0.002776664,0.0001460574,0.000008847349,1.690326e-8,0.003098809,0.000001050141,9.160825e-7,0.765053,0.0369051,0.1919929],"study_design_scores_gemma":[0.00002209465,0.000002509739,0.008776875,0.000309207,0.00001511308,1.752873e-7,0.0007577436,0.000006729392,6.680958e-7,0.008064542,0.9820029,0.00004150871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007611026,0.04408092,0.0005697145,0.8456014,0.001544246,0.0007615715,0.000001194231,0.00002210961,0.1066577],"genre_scores_gemma":[0.4184448,0.1243016,0.00259449,0.004352203,0.006718299,0.0006864727,0.00002104271,0.00002397656,0.4428572],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9450977,"threshold_uncertainty_score":0.9986198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08630045357294532,"score_gpt":0.4927181968989214,"score_spread":0.4064177433259761,"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."}}