{"id":"W4296919398","doi":"10.47925/78.2.109","title":"Waves","year":2022,"lang":"en","type":"article","venue":"Philosophy of education","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Civics; Agency (philosophy); Intersection (aeronautics); Sociology; Aesthetics; Gender studies; Epistemology; Pedagogy; Social science; Art; Philosophy; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001460514,0.00002031266,0.00003650881,0.00004005564,0.0003153511,0.000006771767,0.0000764645,0.00000879176,0.002895074],"category_scores_gemma":[0.00007279014,0.00002329582,0.00002236077,0.0001247312,0.00007347242,0.00006532316,0.00001540989,0.00004059014,0.00001183461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003273494,"about_ca_system_score_gemma":0.000274837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003885363,"about_ca_topic_score_gemma":0.00001411816,"domain_scores_codex":[0.9995562,0.0000795173,0.00007792389,0.00005998663,0.0001694241,0.00005696508],"domain_scores_gemma":[0.9997942,0.00004534087,0.00002639489,0.00005426041,0.00004644569,0.00003331593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002390323,0.0001471857,0.0002615111,0.000003121647,0.000001192298,2.73085e-8,0.004660519,0.000002271234,0.00009974647,0.985467,0.001632492,0.007722541],"study_design_scores_gemma":[0.00003271594,0.00002536361,0.00103049,0.000001454381,0.000003243589,2.48736e-7,0.00432533,0.000003017118,0.00006852526,0.600915,0.3935572,0.00003736958],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1445396,0.0001449791,0.00001526948,0.05181501,0.0009303436,0.0001003304,0.000005717487,0.00002201078,0.8024268],"genre_scores_gemma":[0.9942468,0.000005744875,0.0001462723,0.0005280788,0.0004672074,0.0000272074,0.000009425836,0.00000201007,0.004567237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8497072,"threshold_uncertainty_score":0.9980164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05569812997075742,"score_gpt":0.3753868388679332,"score_spread":0.3196887088971758,"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."}}