{"id":"W4229604921","doi":"10.4018/ijopcd.2011040103","title":"Investigating Adolescent Bloggers from the Perspective of Creative Subculture","year":2011,"lang":"en","type":"article","venue":"International Journal of Online Pedagogy and Course Design","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Creativity; Viewpoints; Perspective (graphical); Psychology; Perception; Subculture (biology); Social psychology; Phenomenon; Computer science","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":[0.0003208742,0.00009124706,0.000141066,0.00005912274,0.00005201481,0.00001574514,0.0003621463,0.00004845238,0.0004664945],"category_scores_gemma":[0.0003181138,0.00006105226,0.00006520887,0.00007318944,0.000356221,0.0001069709,0.00002608651,0.0002720897,0.000003318153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002817364,"about_ca_system_score_gemma":0.0004814991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002935334,"about_ca_topic_score_gemma":0.00004206171,"domain_scores_codex":[0.9990038,0.0002360979,0.0002853154,0.0001296551,0.0002573511,0.00008779396],"domain_scores_gemma":[0.9983746,0.0003253834,0.0004708135,0.00009425467,0.0006692656,0.00006570807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002603424,0.008959217,0.3293423,0.000008480676,0.002181622,0.0002944969,0.4321888,0.0001389512,0.02345587,0.09770308,0.0252798,0.07784396],"study_design_scores_gemma":[0.0008510549,0.0003549739,0.9106401,0.0001072087,0.0001107074,0.000248544,0.07829008,0.00007340706,0.002653096,0.005932712,0.0006292102,0.000108927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968127,0.001410843,0.00606196,0.01997111,0.001818274,0.0001310024,0.00009208245,0.000008323247,0.00237942],"genre_scores_gemma":[0.9964322,0.0001237449,0.002012672,0.0008300205,0.0003379117,0.000001646878,0.000002622302,0.000005722268,0.0002533893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5812978,"threshold_uncertainty_score":0.5107787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287685160527164,"score_gpt":0.4346414489417866,"score_spread":0.3058729328890702,"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."}}