{"id":"W4367153238","doi":"10.7202/1081562ar","title":"Forms of Consciousness and Resistance in Native Adult Learners","year":2021,"lang":"en","type":"article","venue":"Culture","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Consciousness; Resistance (ecology); Competence (human resources); Politics; Power (physics); Sociology; Psychology; Social psychology; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0001057759,0.00002598076,0.0000673109,0.00001258197,0.00005005168,0.00001455451,0.00003509748,0.00004731049,0.00003515578],"category_scores_gemma":[0.0002269519,0.00002055264,0.00001156998,0.0002065814,0.000103165,0.00006036073,0.000005982401,0.00004539176,0.000003448216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001998719,"about_ca_system_score_gemma":0.0001357341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003784282,"about_ca_topic_score_gemma":0.02135201,"domain_scores_codex":[0.9996558,0.00005772041,0.00007146166,0.00006740618,0.00007964421,0.00006792998],"domain_scores_gemma":[0.9997163,0.00002421517,0.0000386635,0.0000406666,0.0001514308,0.00002876273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001895003,0.00001079354,0.01791131,0.00002351459,0.000003079686,0.000001032812,0.480775,1.220758e-7,0.0001265735,0.4964713,0.004581469,0.0000939005],"study_design_scores_gemma":[0.0002058437,0.000004226079,0.008265269,0.0001035488,0.000002270039,5.170288e-7,0.7370954,1.680682e-7,0.000420747,0.01179304,0.2420364,0.00007250862],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7426537,0.001052982,0.000001710343,0.004326904,0.00009109567,0.00005963715,0.000005810064,0.000004648597,0.2518035],"genre_scores_gemma":[0.9788546,0.0001678933,0.00009624598,0.0001669364,0.00005725403,0.000002492698,0.000001517782,0.000001435755,0.02065161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4846782,"threshold_uncertainty_score":0.9965057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060924334187698,"score_gpt":0.3450775667635885,"score_spread":0.3244683234217115,"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."}}