{"id":"W2967915129","doi":"10.33137/jaste.v10i1.32916","title":"Didactic Modelling for Socio-Ecojustice","year":2019,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Holism; Sociology; Field (mathematics); Curriculum; Epistemology; Egalitarianism; Pedagogy; Politics; Subject (documents); Realism; Mathematics education; Social science; Psychology; Political science; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002398978,0.0009969709,0.0004305879,0.001144263,0.001649305,0.004535841,0.001870106,0.002614532,0.02722449],"category_scores_gemma":[0.004889777,0.0005220608,0.001264086,0.0008770082,0.003431032,0.00247264,0.003631209,0.002003474,0.003357142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004712278,"about_ca_system_score_gemma":0.003918285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008365053,"about_ca_topic_score_gemma":0.008397537,"domain_scores_codex":[0.998319,0.0009917545,0.00009770779,0.0001925385,0.0002664505,0.0001325914],"domain_scores_gemma":[0.9971038,0.001881901,0.0001815685,0.0003347581,0.0002946327,0.0002032675],"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":[0.00003597221,0.00008045296,0.0003648383,0.0003008107,0.00001462299,0.0001494255,0.002340656,0.06220536,0.0005990785,0.9113527,0.004413568,0.01814249],"study_design_scores_gemma":[0.00008600242,0.00007979634,0.0002853614,0.0005319825,0.00002627392,0.0001609956,0.001000975,0.1106136,0.0009616257,0.5199971,0.3662137,0.0000426345],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01070287,0.001296204,0.8328035,0.006375045,0.0004685062,0.0005415022,0.0008011662,0.0009000033,0.1461113],"genre_scores_gemma":[0.329558,0.00234726,0.5927189,0.0006237304,0.000176755,0.001953795,0.001477893,0.0004199023,0.07072377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02722449,"threshold_uncertainty_score":0.09107494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07003578733024839,"score_gpt":0.4663724950636369,"score_spread":0.3963367077333885,"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."}}