{"id":"W4385510419","doi":"10.60082/2817-5069.3717","title":"Radical Hope: A Teaching Manifesto by Kevin M. Gannon","year":2021,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Manifesto; Sociology; Pedagogy; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008661892,0.00009131055,0.0001330967,0.00002132637,0.001447653,0.0003931093,0.0002515248,0.0001058651,0.0008654614],"category_scores_gemma":[0.0002854621,0.00008999281,0.00009327053,0.00008893073,0.0001259648,0.0002598488,0.00003184869,0.0005924091,0.00007500895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138035,"about_ca_system_score_gemma":0.0002773417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009239759,"about_ca_topic_score_gemma":0.03739884,"domain_scores_codex":[0.9984428,0.000418241,0.0002237671,0.0001621296,0.0004222601,0.0003308609],"domain_scores_gemma":[0.9992952,0.00007726431,0.0001111662,0.0001255073,0.0001234918,0.0002673298],"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":[0.000005195762,0.0001459549,0.0009874662,0.000004594084,0.00002244653,0.00009553079,0.006901119,0.000001087157,0.0003571017,0.9042386,0.06109687,0.02614407],"study_design_scores_gemma":[0.0002597194,0.00001751278,0.0001797683,0.00004933036,0.00001820245,0.0001298379,0.004858323,0.000006582344,0.0001666455,0.01532632,0.97884,0.0001477678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01421335,0.001180849,0.0008690746,0.01766336,0.001161381,0.00005528774,0.000002817178,0.00005542601,0.9647985],"genre_scores_gemma":[0.9661978,0.0002234947,0.001775926,0.001164032,0.001712139,0.000002542467,0.000005509904,0.00001356003,0.02890503],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9519844,"threshold_uncertainty_score":0.9998523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129007380114804,"score_gpt":0.3063560249273914,"score_spread":0.293455286915911,"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."}}