{"id":"W7133035647","doi":"","title":"MEDIA RELATIONS - WHY WE NEED TO IMPROVE THE BIOTECH INDUSTRY'SRELATIONS WITH THE MEDIA","year":2002,"lang":"en","type":"article","venue":"TSpace","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media relations; Media industry; Print media; Government (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0206312,0.0006242906,0.00050621,0.00287173,0.01064123,0.0284281,0.001621747,0.007942392,0.02474413],"category_scores_gemma":[0.04701499,0.0004312106,0.0005822213,0.002644691,0.02124272,0.04335488,0.006108278,0.01031913,0.004898277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007162433,"about_ca_system_score_gemma":0.007008035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054079,"about_ca_topic_score_gemma":0.009997115,"domain_scores_codex":[0.9863279,0.007427059,0.000348938,0.0007893674,0.003479,0.001627688],"domain_scores_gemma":[0.9485222,0.02743367,0.004155337,0.001709356,0.008077248,0.01010223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001646021,0.0003061333,0.009679862,0.001600983,0.00008803918,0.0004499692,0.0780571,0.0001794656,0.001633012,0.1985109,0.424358,0.2849719],"study_design_scores_gemma":[0.00005365333,0.0001568021,0.01443597,0.002115608,0.00004958394,0.0004703671,0.1236926,0.0001670124,0.0006393534,0.06325513,0.7948665,0.00009726959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007626185,0.0234636,0.0007300809,0.9184166,0.003144996,0.00002155535,0.00004840499,0.0001226946,0.04642582],"genre_scores_gemma":[0.6484964,0.0678179,0.003765206,0.2265007,0.01382798,0.0001718719,0.0001448554,0.0003557891,0.03891944],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0284281,"threshold_uncertainty_score":0.1091096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.423967998520297,"score_gpt":0.4480235754964184,"score_spread":0.02405557697612132,"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."}}