{"id":"W6982091683","doi":"","title":"Growth and Dynamics of Maturing New Media Companies","year":2005,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"New media; Convergence (economics); Broadcasting (networking); Dynamics (music); Business model; Technological convergence; Meaning (existential); Digital media; Digital era","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001477132,0.0001431095,0.0002402931,0.0007049558,0.0002420933,0.00002937187,0.0005299788,0.00009868849,0.0002776726],"category_scores_gemma":[0.0002456956,0.0001325057,0.00004101772,0.0001945848,0.001821236,0.001078289,0.0001823134,0.0002188843,0.00002041818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007224236,"about_ca_system_score_gemma":0.0001062284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004123329,"about_ca_topic_score_gemma":0.002019862,"domain_scores_codex":[0.9989194,0.000007517039,0.0003782142,0.0002738165,0.0002315639,0.0001895492],"domain_scores_gemma":[0.9989845,0.00002023808,0.0002794684,0.0003951906,0.0002359138,0.0000847197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001594906,0.00009670577,0.0003004357,0.00009034286,0.00002041934,0.00000108842,0.00163923,0.00000821833,0.0003985245,0.9360486,0.03835252,0.02302793],"study_design_scores_gemma":[0.0003920679,0.00004474935,0.000366038,0.00008117534,0.0000316848,0.000004083596,0.0007185973,0.001054245,0.001718394,0.0008108773,0.9945533,0.0002247497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7879451,0.008492776,0.001080371,0.04791803,0.002902158,0.0009188012,0.001897282,0.001211614,0.1476339],"genre_scores_gemma":[0.9867529,0.0001285769,0.009409242,0.0001709726,0.0001841077,0.000009676634,0.0004349109,0.00001163948,0.002898034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9562008,"threshold_uncertainty_score":0.671042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705212843536264,"score_gpt":0.226392834524228,"score_spread":0.1993407060888654,"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."}}