{"id":"W2580500749","doi":"","title":"Student-led research informed action projects on socio-scientific issues","year":2014,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Action research; Sociology; Pedagogy; Political science; Engineering ethics; Mathematics education; Psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.05456329,0.0008776485,0.0007280428,0.00171633,0.007137996,0.01189431,0.002050083,0.005024884,0.01623412],"category_scores_gemma":[0.0557845,0.0004936097,0.0006965585,0.001629699,0.007691723,0.004850862,0.01496513,0.008934246,0.00338297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003770383,"about_ca_system_score_gemma":0.01249364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005437005,"about_ca_topic_score_gemma":0.003024134,"domain_scores_codex":[0.9712569,0.02148825,0.001055115,0.001154811,0.003466133,0.001578846],"domain_scores_gemma":[0.8695565,0.09366203,0.004660367,0.007885334,0.01036513,0.01387065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002212532,0.001281992,0.001383171,0.002700475,0.00009332346,0.001050135,0.258534,0.0007468137,0.004554607,0.07291211,0.4550687,0.2014534],"study_design_scores_gemma":[0.0000642673,0.0002276688,0.001770557,0.001054397,0.0000163553,0.0001581187,0.07609043,0.0002766957,0.001137254,0.01765374,0.9015146,0.00003595298],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1349212,0.01503807,0.1011847,0.2609137,0.1069091,0.01332947,0.001832906,0.001367908,0.3645031],"genre_scores_gemma":[0.5594416,0.01697206,0.09853207,0.02766407,0.02076624,0.0175987,0.001900088,0.001200203,0.255925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05456329,"threshold_uncertainty_score":0.2885617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2523342998534779,"score_gpt":0.5616686492112428,"score_spread":0.3093343493577649,"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."}}