{"id":"W2945922585","doi":"","title":"Prospective Teachers’ Perceptions: A Critical Literacy Framework","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Literacy; Misrepresentation; Feeling; Qualitative research; Pedagogy; Political science; Perception; Gender studies; Sociology; Psychology; Social science; Social psychology","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":[0.01647354,0.0006583673,0.0003318444,0.004118297,0.0130841,0.01615662,0.002337938,0.00187098,0.00523092],"category_scores_gemma":[0.0158115,0.0005619413,0.0003951067,0.002565192,0.04997382,0.01130198,0.008323343,0.003990921,0.0003340091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02887515,"about_ca_system_score_gemma":0.02244601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1214357,"about_ca_topic_score_gemma":0.0831693,"domain_scores_codex":[0.9886197,0.007874928,0.0002802252,0.0007017369,0.001166526,0.001356885],"domain_scores_gemma":[0.9828608,0.01115717,0.001392205,0.0005217477,0.002175509,0.001892604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001177328,0.00005597763,0.005547867,0.00007500328,0.000003396327,0.0002772234,0.8380383,0.00004735565,0.00005955538,0.151147,0.0009215752,0.003814923],"study_design_scores_gemma":[0.000007306187,0.00002426581,0.00458661,0.000254821,0.000005463035,0.00009200453,0.9334546,0.0001092183,0.00007178706,0.03059507,0.03078643,0.00001250909],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.504388,0.003161437,0.01234632,0.05041861,0.0003059212,0.001450002,0.0003211492,0.00006325984,0.4275452],"genre_scores_gemma":[0.9923557,0.0007151982,0.001255589,0.0009432862,0.00003650658,0.0002569961,0.00007382934,0.00001199031,0.004350848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1214357,"threshold_uncertainty_score":0.2414578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421053431079573,"score_gpt":0.4232775306634147,"score_spread":0.389066996352619,"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."}}