{"id":"W4321456342","doi":"10.1007/s11422-023-10156-5","title":"Embracing a lover’s discourse in academia","year":2023,"lang":"en","type":"article","venue":"Cultural Studies of Science Education","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Sociology; Sociology of Education; Epistemology; Pedagogy; Aesthetics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.03761423,0.001147842,0.001545443,0.003657295,0.04570218,0.03079067,0.003391736,0.01503091,0.008725123],"category_scores_gemma":[0.03540149,0.0006067057,0.0006010855,0.0021632,0.1516852,0.02594636,0.0281016,0.02547256,0.0009581613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01340208,"about_ca_system_score_gemma":0.01321437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00315575,"about_ca_topic_score_gemma":0.004328727,"domain_scores_codex":[0.9559855,0.03708236,0.0005796981,0.002048573,0.001795057,0.002508752],"domain_scores_gemma":[0.9285371,0.05757586,0.002336358,0.003321357,0.002027511,0.006201846],"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":[0.00001518943,0.00004525487,0.000193257,0.0000369308,0.000004358259,0.0001562457,0.3308676,0.00004162919,0.0001349867,0.6635005,0.002100399,0.002903641],"study_design_scores_gemma":[0.00006828745,0.0001078608,0.0003896834,0.0004265693,0.00001755827,0.0004447782,0.3658429,0.0003837411,0.000786185,0.407327,0.2241613,0.00004406321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1816441,0.01241256,0.01422127,0.2185466,0.003986702,0.00008799302,0.00002334326,0.0001312816,0.5689461],"genre_scores_gemma":[0.9728771,0.0006511738,0.0006894117,0.006362529,0.0006173096,0.00004319207,0.000005593178,0.00006458502,0.01868893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9542978,"threshold_uncertainty_score":0.1989254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1392779130964485,"score_gpt":0.5230569531138356,"score_spread":0.3837790400173871,"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."}}