{"id":"W4200124781","doi":"10.17742/image.mm.12.2.9","title":"(Imagining) Science for Troubled Times: A Mouse, a Bird, and a Threshold for Collaboration","year":2021,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.001305049,0.0001119813,0.0002375578,0.0001584733,0.002184424,0.002924127,0.0002391674,0.00003217581,0.00002958079],"category_scores_gemma":[0.006263681,0.00009288591,0.00009833997,0.0006564233,0.004597926,0.008132771,0.00007638976,0.0000983043,0.000002291694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569367,"about_ca_system_score_gemma":0.000422885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001775555,"about_ca_topic_score_gemma":0.000457783,"domain_scores_codex":[0.9988206,0.00005640305,0.0003819193,0.0001721741,0.0003291712,0.0002397123],"domain_scores_gemma":[0.9674767,0.0003026,0.0003172375,0.0001239969,0.03169476,0.00008471104],"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":[0.0002933227,0.0004115182,0.004289811,0.000270248,0.0003196915,0.000007446004,0.257717,0.00003018742,0.2683957,0.4306471,0.02188625,0.01573179],"study_design_scores_gemma":[0.008039404,0.0004136836,0.004890398,0.000301121,0.0003507595,0.0001039435,0.4608296,0.001204447,0.01517738,0.08087204,0.4270119,0.000805325],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6586771,0.02168496,0.006337362,0.2348347,0.002238751,0.002627199,0.0003929123,0.000263822,0.07294317],"genre_scores_gemma":[0.9577048,0.007808288,0.03093923,0.0003540012,0.0003492653,0.0001017089,0.000014906,0.00001803023,0.002709728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4051256,"threshold_uncertainty_score":0.9991146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.362935669132002,"score_gpt":0.581232020399383,"score_spread":0.218296351267381,"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."}}