{"id":"W4229564650","doi":"10.1007/978-1-4939-7131-2_100520","title":"Innovation Crowdsourcing Platforms","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Crowdsourcing; Business; Computer science; World Wide Web","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003742301,0.0003137237,0.0002615562,0.0007313364,0.0001992222,0.0003510764,0.001274348,0.0003460946,0.002046025],"category_scores_gemma":[0.00006577279,0.0002854994,0.00006828739,0.0004763248,0.00009488716,0.0007449908,0.0006165234,0.0003753135,0.003610764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189723,"about_ca_system_score_gemma":0.0001654093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005054591,"about_ca_topic_score_gemma":0.000005784907,"domain_scores_codex":[0.9980925,0.000002205994,0.0006075928,0.0005639556,0.0004721021,0.0002616656],"domain_scores_gemma":[0.9975622,0.0000684326,0.0003799506,0.001149637,0.0007970004,0.00004277668],"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":[6.714579e-7,0.000003866763,0.000008163237,0.000006885524,0.00002313294,0.000004390709,0.000173921,0.000001855414,0.0000118203,0.9577878,0.03008293,0.01189462],"study_design_scores_gemma":[0.0001141934,0.00005341193,0.00002907163,0.00008724453,0.000006331064,0.00002345339,0.000004931412,0.0005236407,0.0001822638,0.4615262,0.5369975,0.0004517519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006527793,0.000007508961,0.4394484,0.000223122,0.0003744786,0.0001490645,0.000002939877,0.000457689,0.5592715],"genre_scores_gemma":[0.001159371,0.000002157156,0.09397706,0.001493793,0.0004260104,0.000007771222,0.00004556494,0.00005230929,0.902836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5069146,"threshold_uncertainty_score":0.9999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226115459492012,"score_gpt":0.2532545173876626,"score_spread":0.2209933627927425,"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."}}