{"id":"W4245667480","doi":"10.1007/978-1-4939-7131-2_100226","title":"Crowdsourcing","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; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001659283,0.001319371,0.0008566558,0.002651256,0.003280594,0.004243698,0.002171833,0.002434962,0.07339852],"category_scores_gemma":[0.004532423,0.0005255209,0.0007186825,0.003215787,0.001632021,0.00509769,0.004954493,0.002003295,0.03920537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002576277,"about_ca_system_score_gemma":0.002461181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008907901,"about_ca_topic_score_gemma":0.01646856,"domain_scores_codex":[0.998385,0.0002782576,0.00004042998,0.0003423091,0.0008033003,0.0001508026],"domain_scores_gemma":[0.9986882,0.0004399848,0.00004504149,0.0004082373,0.0003273335,0.00009131167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003541833,0.00005083574,0.0001699792,0.0003066159,0.00002273502,0.00008000155,0.0006097119,0.002573591,0.0009998811,0.1708857,0.3326253,0.4916402],"study_design_scores_gemma":[0.000006197032,0.000006843912,0.0001720627,0.0001378145,0.000005196122,0.00007716809,0.0001727131,0.001962434,0.0005008623,0.08012774,0.9168161,0.00001488422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002269957,0.007655839,0.1120647,0.00483792,0.004596885,0.0002562966,0.0007140851,0.001860944,0.8657435],"genre_scores_gemma":[0.03180548,0.00543997,0.03293331,0.001496771,0.001809909,0.0002700406,0.001395214,0.001013404,0.9238359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07339852,"threshold_uncertainty_score":0.2455425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320849026342831,"score_gpt":0.2391738383621789,"score_spread":0.2159653480987506,"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."}}