{"id":"W2000937494","doi":"10.1177/1077695814535551","title":"It Takes a Team and Optimism","year":2014,"lang":"en","type":"article","venue":"Journalism & Mass Communication Educator","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Journalism; Optimism; Sociology; Media studies; Newspaper; Political science; Public relations; Law; Psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00487775,0.000185943,0.0003049753,0.0001716712,0.002700354,0.0002592855,0.001316137,0.0001790958,0.0003331636],"category_scores_gemma":[0.002485728,0.0001897385,0.00009015411,0.0003306023,0.001332423,0.0004459726,0.0001537849,0.000575927,0.00007018744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002081087,"about_ca_system_score_gemma":0.0003896935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007019282,"about_ca_topic_score_gemma":0.000476755,"domain_scores_codex":[0.9956849,0.00284403,0.000517096,0.0002330162,0.0003537161,0.000367218],"domain_scores_gemma":[0.9952556,0.002155071,0.0004924807,0.001328682,0.0004853721,0.0002827938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009762808,0.0004381561,0.0358748,0.0000244294,0.0001664617,1.134299e-7,0.3927787,0.00001028571,0.0002635756,0.2952808,0.2661228,0.009029999],"study_design_scores_gemma":[0.0002281335,0.00001660014,0.009610944,0.00004582527,0.00003653083,0.000004144465,0.1430046,0.00003120795,0.00001365117,0.009833762,0.8369621,0.0002125203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1019814,0.008806538,0.0007562799,0.6048685,0.001395912,0.0005366749,0.00000558246,0.0002477714,0.2814013],"genre_scores_gemma":[0.9495491,0.01482667,0.02721231,0.003949121,0.0007021029,0.000127997,0.00001384322,0.00002899209,0.003589821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8475677,"threshold_uncertainty_score":0.998598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07367249387884933,"score_gpt":0.4188877875397805,"score_spread":0.3452152936609311,"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."}}