{"id":"W1690916702","doi":"10.1080/1461670x.2011.616407","title":"LICENSE TO COMMENT","year":2011,"lang":"en","type":"article","venue":"Journalism Studies","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"Universidad del Atlántico; Harvard University; Yale University","keywords":"Acknowledgement; Context (archaeology); Relevance (law); Politics; Sociology; Biography; License; Principal (computer security); Media studies; Epistemology; Law; Political science; History; Computer science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007117343,0.00006098644,0.0001367956,0.00003914894,0.0009498552,0.00001830575,0.0002363322,0.00002073362,0.0001626207],"category_scores_gemma":[0.0003311861,0.00004827988,0.00004259975,0.0001127749,0.0001110425,0.00006511391,0.0001640969,0.00008783142,0.00009287089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008157534,"about_ca_system_score_gemma":0.00002023274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008505684,"about_ca_topic_score_gemma":0.001709324,"domain_scores_codex":[0.9991935,0.0001507182,0.0001565044,0.00007471909,0.0002252551,0.0001992419],"domain_scores_gemma":[0.9993766,0.0001088946,0.00006862552,0.0001626398,0.0001754057,0.000107824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001162619,0.00005341626,0.001809578,0.000003283732,0.0001197638,0.000004180494,0.6931454,1.355537e-7,0.000008114153,0.1208786,0.1769725,0.006993347],"study_design_scores_gemma":[0.00008215259,0.00003672923,0.002595408,0.000024393,0.00001727163,4.688973e-7,0.1211843,2.560776e-7,0.00002274067,0.005633682,0.8703321,0.00007041272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09139048,0.01122518,0.000121654,0.6201388,0.002386231,0.000488276,0.000002543625,0.000127726,0.2741191],"genre_scores_gemma":[0.9651453,0.01717007,0.003158142,0.01185976,0.0004828781,0.00005177566,1.941018e-7,0.00000779832,0.002124107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8737548,"threshold_uncertainty_score":0.7305614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2323176095580198,"score_gpt":0.4102570730332528,"score_spread":0.177939463475233,"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."}}