{"id":"W4241488996","doi":"10.29173/pandpr19867","title":"Pedagogical Hope","year":2013,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wonder; Viewpoints; Patience; Openness to experience; Realism; Multidisciplinary approach; Pedagogy; Psychology; Flexibility (engineering); Sociology; Engineering ethics; Epistemology; Social psychology; Social science; Engineering; Philosophy; Art","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":[0.0004168167,0.00006622172,0.0001018569,0.00003530897,0.000645698,0.00007289043,0.0001853989,0.00007500285,0.006113391],"category_scores_gemma":[0.0008956529,0.00004896989,0.00002760441,0.0001641928,0.0003479598,0.0006936048,0.0000784056,0.0001520578,0.007431773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007586915,"about_ca_system_score_gemma":0.0001216057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556579,"about_ca_topic_score_gemma":0.00007048795,"domain_scores_codex":[0.9990621,0.0001600708,0.0001176787,0.0001688379,0.0001751779,0.0003161576],"domain_scores_gemma":[0.999158,0.0003052667,0.00009547033,0.0001282122,0.0002086404,0.0001044218],"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":[0.00001991791,0.0004003433,0.002511106,0.00000312841,0.0001312862,0.000005939028,0.1091204,0.00000142568,0.00003298611,0.7815977,0.05436822,0.05180757],"study_design_scores_gemma":[0.00008206047,0.00002787498,0.001588551,6.112015e-7,0.00001366248,0.000001842016,0.1748128,3.314116e-7,6.617005e-7,0.003031035,0.8203779,0.00006260139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04606157,0.0003498061,0.00004024359,0.1063363,0.0009124391,0.000197193,5.372518e-7,0.00007741385,0.8460245],"genre_scores_gemma":[0.8748851,0.00206552,0.0018516,0.008798584,0.001142274,0.0001202197,0.000002870619,0.00001197962,0.1111218],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8288236,"threshold_uncertainty_score":0.9947951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096436892998506,"score_gpt":0.4188300399792808,"score_spread":0.3091863506794301,"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."}}