{"id":"W7070765675","doi":"","title":"Parvekekaiteiden ja -lasien tuotannonohjaus","year":2012,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Work (physics); Product (mathematics); Relation (database); Identification (biology)","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":[0.0008145669,0.0005182464,0.0003109862,0.001675887,0.003882359,0.005043925,0.000947992,0.001478602,0.2810153],"category_scores_gemma":[0.00200663,0.0002657642,0.0003928609,0.001663874,0.000851807,0.002364794,0.002817769,0.001407145,0.06397188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003514859,"about_ca_system_score_gemma":0.005688849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0479746,"about_ca_topic_score_gemma":0.1478978,"domain_scores_codex":[0.9993564,0.00005391997,0.00002696367,0.000107884,0.0002694986,0.0001853793],"domain_scores_gemma":[0.9987774,0.0001970916,0.00009032584,0.0001150324,0.0004843999,0.0003356758],"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":[0.0004098755,0.0004037625,0.01825889,0.0007867403,0.00002469453,0.001031804,0.006099869,0.0002279728,0.004472977,0.05392664,0.5500873,0.3642693],"study_design_scores_gemma":[0.000007571558,0.00001939563,0.009549277,0.0001090464,0.00000872275,0.0001722996,0.001208178,0.00007035101,0.001043831,0.0009994463,0.9867997,0.00001212858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0148328,0.001764601,0.001129068,0.004025817,0.0005419508,0.00009500176,0.003985558,0.0006135009,0.9730117],"genre_scores_gemma":[0.03704187,0.001200978,0.001583477,0.0005166611,0.0000935332,0.00007005961,0.002397726,0.000249905,0.9568457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2810153,"threshold_uncertainty_score":0.9400899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716622318041339,"score_gpt":0.2700464378117735,"score_spread":0.2428802146313601,"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."}}