{"id":"W4249787816","doi":"10.1007/978-1-4939-7131-2_100818","title":"Open Innovation Social Networks","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007605362,0.0001175834,0.0001639046,0.0001199746,0.00071819,0.0004561337,0.0007400437,0.0002849047,0.025579],"category_scores_gemma":[0.00002215277,0.0001200903,0.00004203029,0.000104882,0.0001690984,0.0002072816,0.0006023058,0.0001445004,0.001011327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008921269,"about_ca_system_score_gemma":0.00007321923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001707042,"about_ca_topic_score_gemma":0.003015812,"domain_scores_codex":[0.9991623,0.00001564933,0.0001962069,0.0002249675,0.0002122983,0.000188577],"domain_scores_gemma":[0.9995112,0.0000183315,0.0001375004,0.0001053578,0.0002048785,0.00002273398],"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":[0.000002742368,0.000001973111,0.00000685473,0.000002002596,0.00001759403,5.896193e-7,0.0009375673,4.385775e-8,3.090766e-8,0.7560188,0.2269867,0.01602508],"study_design_scores_gemma":[0.00006036806,0.000008412274,0.00001116464,0.00001729851,0.00001414281,1.140957e-8,0.0001616486,0.00002223877,1.071816e-7,0.1205306,0.8790241,0.0001498452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007668086,0.00002034966,0.0007269591,0.0004333887,0.0006440529,0.0003553735,8.305317e-7,0.00008175634,0.9977296],"genre_scores_gemma":[0.002441381,0.00002472756,0.00008942268,0.0003589466,0.003893372,0.000005897955,0.00003552113,0.00002070789,0.99313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6520375,"threshold_uncertainty_score":0.9997665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173165263663027,"score_gpt":0.3597027140499092,"score_spread":0.2423861876836065,"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."}}