{"id":"W6922443915","doi":"10.11575/prism/39276","title":"Pathways of Change Agents: A Pedagogical Possibility for Critical Consciousness Development in Youth","year":2021,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circumstantial evidence; Filter (signal processing); Subject (documents); Social life; Population; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007831772,0.0006564476,0.0003570715,0.001708482,0.009912822,0.01203309,0.001875706,0.002166267,0.007233048],"category_scores_gemma":[0.007413958,0.000448984,0.0005917256,0.0007057859,0.02357728,0.01176149,0.01298198,0.005358023,0.0008010425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005095896,"about_ca_system_score_gemma":0.008831158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218255,"about_ca_topic_score_gemma":0.005809711,"domain_scores_codex":[0.9951513,0.003961212,0.00008334454,0.0002494186,0.0002064846,0.0003481215],"domain_scores_gemma":[0.9956489,0.002214688,0.0002523337,0.0002987247,0.0002611329,0.00132419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002241673,0.0001933126,0.001507834,0.0002053685,0.000007721466,0.0008880152,0.6233593,0.0001456125,0.000599228,0.3326003,0.006761278,0.03370971],"study_design_scores_gemma":[0.0000396129,0.0001002451,0.000867363,0.0008080064,0.00001801527,0.001038698,0.4695875,0.000574507,0.001245534,0.1692562,0.3564363,0.00002804323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2039301,0.007124145,0.1301931,0.1053173,0.002531009,0.001649766,0.0001222696,0.001002847,0.5481295],"genre_scores_gemma":[0.8947185,0.002977472,0.04999747,0.003190594,0.0002556503,0.001089894,0.00004941867,0.0002831713,0.0474379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01203309,"threshold_uncertainty_score":0.04141885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4843157638546778,"score_gpt":0.4437455287401776,"score_spread":0.0405702351145002,"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."}}