{"id":"W4411658560","doi":"10.51847/os98irvsq0","title":"10.51847/Os98irvsQ0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Democracy; Panel data; Information and Communications Technology; Econometrics; Political science; Mathematics; Politics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008142719,0.001021053,0.0006180516,0.002339072,0.001449837,0.003700895,0.001058399,0.002614304,0.9655346],"category_scores_gemma":[0.001349485,0.000444096,0.0006329375,0.002463831,0.0009121417,0.002483098,0.002427256,0.001176866,0.9628858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155953,"about_ca_system_score_gemma":0.0008042096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005591569,"about_ca_topic_score_gemma":0.005138663,"domain_scores_codex":[0.9995463,0.00004719324,0.00003922126,0.0001022177,0.0001703673,0.00009460968],"domain_scores_gemma":[0.9988251,0.0002402754,0.00006921086,0.0002205949,0.0003436539,0.0003011324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001774714,0.000198175,0.001448603,0.0002504232,0.00001512533,0.0001197718,0.0001561468,0.0002151959,0.001869149,0.01141807,0.3215008,0.6626312],"study_design_scores_gemma":[0.00002491252,0.00004319042,0.001233045,0.0001302709,0.000008026763,0.00009687116,0.0001414885,0.0001507008,0.0004404821,0.00123045,0.9964898,0.00001077571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009889755,0.0002242184,0.0005695904,0.0005093206,0.0002998469,0.0000428429,0.0008901726,0.000773121,0.995702],"genre_scores_gemma":[0.002147191,0.0001545233,0.0003341733,0.0001874911,0.00005918253,0.00002045284,0.0006660398,0.0002011933,0.9962298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03446543,"threshold_uncertainty_score":0.04916066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395631875328429,"score_gpt":0.2537126840254757,"score_spread":0.2397563652721914,"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."}}