{"id":"W2559093053","doi":"10.1063/pt.3.3400","title":"<i>A Survival Guide to the Misinformation Age: Scientific Habits of Mind</i>","year":2016,"lang":"en","type":"article","venue":"Physics Today","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Psychology; Internet privacy; Demography; Computer science; Sociology; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002170074,0.001753375,0.0008850629,0.002449988,0.003632369,0.01256787,0.001729181,0.006666067,0.07098546],"category_scores_gemma":[0.006950611,0.0007091411,0.0006614251,0.001926633,0.004753925,0.01873414,0.004028713,0.008022271,0.06685628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372747,"about_ca_system_score_gemma":0.00481069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00548197,"about_ca_topic_score_gemma":0.01327757,"domain_scores_codex":[0.998122,0.0005666027,0.0001094816,0.0001880435,0.000834353,0.0001795116],"domain_scores_gemma":[0.9956077,0.002219986,0.0002923531,0.0002155004,0.001027122,0.0006373929],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004084411,0.000005532181,0.00003633164,0.00009065234,0.000001859547,0.00002420264,0.0004094451,0.000008791787,0.00004605157,0.005104382,0.9738564,0.02041222],"study_design_scores_gemma":[0.000001404527,0.000003701105,0.00009625198,0.0002371264,0.000001256772,0.00008604379,0.0004766409,0.00001441899,0.00003734463,0.004322578,0.9947162,0.000006922255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005064514,0.3889088,0.004112817,0.4009065,0.03780488,0.00006867579,0.0006553099,0.001287688,0.1657488],"genre_scores_gemma":[0.01072778,0.1842489,0.004558881,0.1428234,0.02021855,0.0001917341,0.000955331,0.001185461,0.63509],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9978299,"threshold_uncertainty_score":0.23747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487932553472124,"score_gpt":0.3274084901850701,"score_spread":0.2925291646503489,"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."}}