{"id":"W2979822004","doi":"10.33137/jaste.v10i1.32909","title":"Science Stand","year":2019,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Outreach; Democratization; Equity (law); Argument (complex analysis); Gender equity; Political science; Science education; Sociology; Citizen science; Climate change; Public relations; Science communication; Engineering ethics; Pedagogy; Social science; Ecology; Democracy; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002395077,0.0002837253,0.000311893,0.001311929,0.004352471,0.002682084,0.0009927989,0.001350022,0.1485458],"category_scores_gemma":[0.006843574,0.0002076614,0.0003105489,0.001224558,0.001332046,0.001698118,0.003476625,0.001440675,0.02603579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006761,"about_ca_system_score_gemma":0.00624078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005605819,"about_ca_topic_score_gemma":0.01762133,"domain_scores_codex":[0.9983736,0.0003786431,0.00006620883,0.0003023681,0.0006050249,0.0002740966],"domain_scores_gemma":[0.9956981,0.001052087,0.0002929023,0.0007283719,0.001239019,0.0009894641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001455957,0.0002425725,0.007832821,0.0007011937,0.00001517588,0.000803873,0.007961093,0.0001381029,0.003327162,0.3078319,0.3986788,0.2723216],"study_design_scores_gemma":[0.000008272564,0.0000251699,0.00154818,0.00006525101,0.000002488384,0.0001211685,0.000694656,0.00003715541,0.0002264587,0.004004355,0.9932633,0.000003577911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01231288,0.0009213863,0.004864655,0.01358932,0.001384166,0.0004776769,0.001612545,0.0004469409,0.9643904],"genre_scores_gemma":[0.2798522,0.002180134,0.01227123,0.01180068,0.0009862105,0.001413934,0.003107033,0.000711998,0.6876766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1485458,"threshold_uncertainty_score":0.4969353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707993009393999,"score_gpt":0.3643836625628809,"score_spread":0.3473037324689409,"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."}}