{"id":"W1994334076","doi":"10.1159/000336533","title":"Science and the Sources of Hype","year":2012,"lang":"en","type":"article","venue":"Public Health Genomics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Stem Cell Network","keywords":"Commercialization; Publication; Political science; Public relations; Social media; Pipeline (software); Data science; Engineering ethics; Internet privacy; Computer science; Engineering; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02132444,0.0005153551,0.000601479,0.005260191,0.009914404,0.01220963,0.001241219,0.004788988,0.006887642],"category_scores_gemma":[0.08511225,0.000652472,0.0005705596,0.004116473,0.05688224,0.01214112,0.01084209,0.01053676,0.0009433914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00495067,"about_ca_system_score_gemma":0.003092156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002379337,"about_ca_topic_score_gemma":0.001770313,"domain_scores_codex":[0.9636218,0.0240191,0.00110771,0.001665715,0.007416206,0.002169533],"domain_scores_gemma":[0.8252527,0.13636,0.01908382,0.007969365,0.007366779,0.003967276],"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":[0.00009061237,0.00008245237,0.008865607,0.0004460291,0.00007766483,0.001594807,0.3674806,0.0003050472,0.001560976,0.5606669,0.01737053,0.04145882],"study_design_scores_gemma":[0.00006908416,0.0001599753,0.01301599,0.001182252,0.00003570474,0.001429396,0.2116145,0.001086247,0.001052132,0.4542111,0.3159716,0.0001719752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3521052,0.0166974,0.02102975,0.2839402,0.002026307,0.000122717,0.0001835647,0.0003002137,0.3235947],"genre_scores_gemma":[0.9877556,0.002062042,0.0009166028,0.005649612,0.0007253017,0.00004491105,0.0000341241,0.00009534983,0.002716445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9900856,"threshold_uncertainty_score":0.1127757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6293555643352854,"score_gpt":0.4841455173791071,"score_spread":0.1452100469561783,"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."}}