{"id":"W2011519266","doi":"10.1007/s10257-004-0034-6","title":"Supporting collaboration in business-to-business electronic marketplaces","year":2004,"lang":"en","type":"article","venue":"Information Systems and e-Business Management","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Popularity; Knowledge management; Context (archaeology); Product (mathematics); Service (business); Business; Computer science; Marketing; Political 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":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0007291278,0.0003138893,0.0003571236,0.001063129,0.000209064,0.003389626,0.0002293568,0.00009169501,0.00002081024],"category_scores_gemma":[0.00007403127,0.0003011256,0.00002742087,0.00283989,0.00002868015,0.0188408,0.0002493318,0.00008410306,0.0004654988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002419529,"about_ca_system_score_gemma":0.00006854811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435471,"about_ca_topic_score_gemma":0.0004016662,"domain_scores_codex":[0.9978126,0.000002123679,0.0009753386,0.0002883521,0.000302036,0.0006196042],"domain_scores_gemma":[0.9986042,0.00001123388,0.0005158752,0.0002568564,0.0005793572,0.0000324981],"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":[0.0003634023,0.0001879206,0.01333722,0.005801274,0.0001089984,0.00003020939,0.0005251628,0.2448811,0.00001314596,0.6941071,0.003915045,0.03672949],"study_design_scores_gemma":[0.004036335,0.00001604077,0.3211006,0.0008843318,0.00006562326,0.00002124169,0.01035468,0.005932895,0.000002539755,0.007294476,0.6490657,0.001225469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196949,0.00008577011,0.006462042,0.001602205,0.001174381,0.001585762,0.000007363404,0.0002012351,0.06918633],"genre_scores_gemma":[0.9975551,0.00009542025,0.0001465731,0.001287329,0.0002979925,0.0001669231,0.0002197961,0.00002637473,0.0002045197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6868126,"threshold_uncertainty_score":0.9999441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006149305035209308,"score_gpt":0.2108944265914057,"score_spread":0.2047451215561964,"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."}}