{"id":"W4231244009","doi":"10.2139/ssrn.1923116","title":"Complex Dynamic Processes in the Evolution of Early Information and Communication Technologies","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic Development and Digital Transformation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Data science; Evolutionary biology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002063043,0.0002872101,0.0003738924,0.001782022,0.0006985146,0.005234664,0.0005202938,0.001782696,0.006998627],"category_scores_gemma":[0.02071917,0.0004699957,0.0003669669,0.002082373,0.002851847,0.007412699,0.001560639,0.001652465,0.0004954427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002889205,"about_ca_system_score_gemma":0.0007941324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005723831,"about_ca_topic_score_gemma":0.003491589,"domain_scores_codex":[0.9992924,0.0002355938,0.00004233279,0.0001413523,0.0001820383,0.0001063468],"domain_scores_gemma":[0.9903792,0.007246217,0.001118928,0.000347029,0.0005274878,0.0003811455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005921938,0.00004969927,0.009193064,0.00007316342,0.00003936717,0.0003380388,0.001540785,0.04054754,0.001443266,0.9254355,0.0009490991,0.02033133],"study_design_scores_gemma":[0.000028772,0.00003675484,0.02681353,0.00006374088,0.00002883653,0.000256817,0.0009423028,0.09988583,0.0006198389,0.8631598,0.008093808,0.00006997869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8402046,0.003168258,0.09852405,0.008198095,0.00008313126,0.00005797203,0.0005211863,0.00009350819,0.04914917],"genre_scores_gemma":[0.9912665,0.0008651493,0.004179935,0.00007471761,0.00003294205,0.00001545269,0.00006139302,0.00001607054,0.00348786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006998627,"threshold_uncertainty_score":0.02341276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302465889005592,"score_gpt":0.202564378865017,"score_spread":0.1895397199749611,"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."}}