{"id":"W4239109852","doi":"10.3410/f.1010229.240494","title":"Faculty Opinions recommendation of Do the print media \"hype\" genetic research? A comparison of newspaper stories and peer-reviewed research papers.","year":2004,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Genome Prairie; Fondation pour la Recherche Médicale; University of Alberta; Stem Cell Network","keywords":"Newspaper; Framing (construction); Political science; History; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002995012,0.0007787777,0.0009858322,0.007022295,0.0009215671,0.003558227,0.002074401,0.001453837,0.1157854],"category_scores_gemma":[0.03579468,0.0004865037,0.0008005725,0.01718693,0.0003137633,0.002262847,0.001453867,0.001313428,0.06222897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003222202,"about_ca_system_score_gemma":0.004398386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0643167,"about_ca_topic_score_gemma":0.09407508,"domain_scores_codex":[0.99584,0.0008658588,0.0007980557,0.0005995585,0.001470365,0.0004262049],"domain_scores_gemma":[0.9719356,0.006967705,0.007632927,0.003628352,0.008157808,0.001677666],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009829688,0.00001974522,0.006727521,0.0006026736,0.00003755195,0.00001371438,0.000048646,0.00005098403,0.00003028503,0.0003023737,0.9876447,0.004423432],"study_design_scores_gemma":[0.0003681201,0.00002611599,0.07532798,0.0006974804,0.00008290497,0.00005059931,0.0004525377,0.0003339335,0.0002898148,0.0004226777,0.921915,0.00003274651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006358486,0.00007035096,0.00002535764,0.000450884,0.00003377069,0.00002485912,0.996116,0.00006846224,0.002574433],"genre_scores_gemma":[0.004477155,0.0001617644,0.0003026904,0.0003524969,0.00004913213,0.0002412351,0.9882962,0.000084216,0.006035119],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.997005,"threshold_uncertainty_score":0.3873408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4881332779434179,"score_gpt":0.5669387487456403,"score_spread":0.07880547080222239,"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."}}