{"id":"W2759271938","doi":"10.22215/timreview/1103","title":"The Core Interaction of Platforms: How Startups Connect Users and Producers","year":2017,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tekes","keywords":"Core (optical fiber); Business; Open innovation; Value (mathematics); Co-creation; Knowledge management; Value creation; Business ecosystem; Industrial organization; Business model; Marketing; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001684194,0.000415374,0.0002951422,0.001871014,0.002587668,0.008025611,0.0009873736,0.001774143,0.02336122],"category_scores_gemma":[0.007799938,0.0003167662,0.0003504945,0.001648062,0.0029274,0.01203356,0.00417983,0.001086582,0.003037876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009506263,"about_ca_system_score_gemma":0.001001006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199598,"about_ca_topic_score_gemma":0.002129698,"domain_scores_codex":[0.9983601,0.0009174572,0.00003833832,0.0002276537,0.0002654401,0.0001911017],"domain_scores_gemma":[0.9959103,0.002658766,0.0003798729,0.0002645984,0.0004232616,0.0003631706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005224901,0.0001637232,0.03777266,0.001375873,0.0001121919,0.00231197,0.2687448,0.0007206328,0.01250075,0.29087,0.01995602,0.3649488],"study_design_scores_gemma":[0.00006726805,0.0003681385,0.10537,0.002841702,0.0003171434,0.004076813,0.2820375,0.007593089,0.007433986,0.1880281,0.4016974,0.0001687663],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6193264,0.006819226,0.04149521,0.009501426,0.0004440493,0.000168004,0.0003479882,0.000416934,0.3214807],"genre_scores_gemma":[0.9806245,0.001868604,0.004968029,0.0003479819,0.00006923044,0.00005082892,0.0001206254,0.00009494589,0.0118554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02336122,"threshold_uncertainty_score":0.07815111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05789359363618066,"score_gpt":0.3019214088765138,"score_spread":0.2440278152403331,"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."}}