{"id":"W7013931172","doi":"","title":"Ohjelmisto- ja sovelluskehitysmetodit : ohjelmisto- ja sovelluskehityshankkeiden projektinhallintamenetelmiä konepajaliiketoiminnassa","year":2020,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kanban; Work (physics); Working life","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005616352,0.0005197439,0.0004107393,0.0007677612,0.007136873,0.0184751,0.001172892,0.004353324,0.05910607],"category_scores_gemma":[0.006508924,0.0004010696,0.0004226271,0.0008452925,0.006431011,0.008107343,0.00960238,0.0050061,0.0175545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007267778,"about_ca_system_score_gemma":0.01458263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008663765,"about_ca_topic_score_gemma":0.02146167,"domain_scores_codex":[0.9937108,0.001583239,0.0002459026,0.0009761647,0.002430473,0.00105345],"domain_scores_gemma":[0.9944149,0.001036837,0.0003863063,0.0004806245,0.001392419,0.002288829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002775958,0.000328219,0.00637791,0.0007651484,0.00003083139,0.0007555573,0.04489067,0.0001405462,0.003928958,0.2944348,0.455975,0.1920948],"study_design_scores_gemma":[0.000005791928,0.00003655344,0.001684379,0.0001561008,0.000005848845,0.000130384,0.006997126,0.00004038811,0.0006485521,0.004986045,0.9852936,0.00001538546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02616945,0.01420224,0.00913336,0.2359414,0.01168469,0.0002013363,0.0003902733,0.0007046055,0.7015726],"genre_scores_gemma":[0.1358906,0.006293294,0.007048303,0.03183115,0.00129012,0.0002105074,0.0002703339,0.0005642981,0.8166014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9408939,"threshold_uncertainty_score":0.1977295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03495399437952011,"score_gpt":0.2648502060257142,"score_spread":0.2298962116461941,"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."}}