{"id":"W7010943819","doi":"","title":"Kannattavuuden vertailua kampaamoalalla : sopimusyrittäjästä itsenäiseksi toiminimiyrittäjäksi","year":2022,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003286667,0.0004296467,0.00032931,0.0005490156,0.00225961,0.003423646,0.0006524044,0.001173151,0.03531557],"category_scores_gemma":[0.0004950397,0.0002831068,0.0003914956,0.0006340185,0.0007749503,0.001850875,0.001562611,0.00200584,0.009778454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224979,"about_ca_system_score_gemma":0.001921572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134745,"about_ca_topic_score_gemma":0.03167383,"domain_scores_codex":[0.9996948,0.00004418103,0.00001169593,0.00006052189,0.0001193966,0.00006946337],"domain_scores_gemma":[0.999739,0.00004965177,0.00002659224,0.00001873048,0.0001016792,0.00006439759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00153943,0.0008604294,0.006684829,0.002787261,0.00009114249,0.004528026,0.01604965,0.000232852,0.3482081,0.03366514,0.09997123,0.4853818],"study_design_scores_gemma":[0.00001980042,0.0002023995,0.007687887,0.0002301697,0.00004675561,0.0008038716,0.003885675,0.0001569657,0.0225595,0.002206153,0.9621584,0.00004248657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2648098,0.04023924,0.01019803,0.0297144,0.004057214,0.0004949764,0.00184057,0.001476255,0.6471695],"genre_scores_gemma":[0.3320112,0.02035119,0.0141529,0.006778706,0.0004778801,0.0003111883,0.00151684,0.0005980099,0.6238022],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03531557,"threshold_uncertainty_score":0.1181424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577660830742608,"score_gpt":0.27229367940133,"score_spread":0.2465170710939039,"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."}}