{"id":"W3113847446","doi":"10.1177/0959354320970642","title":"On the importance of theory and contagion","year":2020,"lang":"en","type":"article","venue":"Theory & Psychology","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Epistemology; State (computer science); Sociology; Critical theory; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001376403,0.0002059771,0.0003641441,0.00006312318,0.00009798927,0.000003134084,0.0004900835,0.0003017414,0.006401366],"category_scores_gemma":[0.0004856572,0.0001438879,0.0000933828,0.0002037366,0.001381,0.00002841859,0.00006126781,0.0007129678,0.0003996212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002134856,"about_ca_system_score_gemma":0.000009575377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001950253,"about_ca_topic_score_gemma":4.218213e-7,"domain_scores_codex":[0.9971356,0.001446096,0.0003861256,0.0006009416,0.0001089724,0.0003222401],"domain_scores_gemma":[0.9969214,0.002111103,0.0002336026,0.0005760619,0.00003592396,0.0001218758],"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":[0.003015011,0.0001045728,0.001401498,0.000003940571,0.0001093474,0.00001559523,0.007667849,2.072928e-7,0.0006403098,0.940929,0.04159399,0.004518691],"study_design_scores_gemma":[0.000991225,0.0008893121,0.0133657,0.000006617984,0.00004152713,0.00005513741,0.002093396,0.000001084339,0.00002597412,0.9598402,0.02251565,0.0001741674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3737057,0.004225092,0.009342693,0.01783534,0.001313896,0.0003843717,0.00001730813,0.0001068574,0.5930687],"genre_scores_gemma":[0.9452179,0.00009060769,0.00003919837,0.05317471,0.0002510971,0.00003261685,0.00000182274,0.0000305549,0.001161466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5919073,"threshold_uncertainty_score":0.9945069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03598570744113495,"score_gpt":0.3650579411565067,"score_spread":0.3290722337153718,"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."}}