{"id":"W7010389285","doi":"","title":"Imatran elinkeinostrategian tilannekuva ja tulevaisuuden strategiset linjaukset","year":2024,"lang":"fi","type":"other","venue":"LUTPub (LUT University)","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Context (archaeology); Quarter (Canadian coin)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003630762,0.0007306477,0.0006955501,0.001117486,0.0006589692,0.0007796051,0.001445324,0.001323715,0.01914168],"category_scores_gemma":[0.00004554941,0.0008706111,0.0004025512,0.002486132,0.000629645,0.0004853087,0.0002132847,0.001159807,0.01508085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004407341,"about_ca_system_score_gemma":0.001105441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328883,"about_ca_topic_score_gemma":0.006444889,"domain_scores_codex":[0.9960365,0.0004248468,0.0004150808,0.001192892,0.000840481,0.001090242],"domain_scores_gemma":[0.9982636,0.00008215556,0.0002580566,0.0005435359,0.0002015932,0.0006510476],"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":[0.000139545,0.0003843794,0.00125503,0.0007600693,0.001181919,0.002903457,0.02348631,0.00009681424,0.0002103636,0.3600747,0.6076095,0.00189789],"study_design_scores_gemma":[0.0005121054,0.0001031762,0.0001580958,0.0005544731,0.0004644554,0.000007339284,0.01812019,0.0001077688,0.00001564882,0.0005386919,0.9784592,0.0009587955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001515711,0.001028663,0.0001652405,0.001371592,0.002063104,0.0005852034,0.000633955,0.0006155801,0.992021],"genre_scores_gemma":[0.04423468,0.001074769,0.0001079636,0.0002550725,0.001329362,8.706563e-7,0.0004254406,0.000257551,0.9523143],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3708498,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302255829795496,"score_gpt":0.2498934665572529,"score_spread":0.226870908259298,"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."}}