{"id":"W7020129763","doi":"","title":"Kunnan maine työnantajana. Tarkastelussa teknisen alan opiskelijoiden Kokkolan kaupunkiin liittämät mielikuvat","year":2006,"lang":"fi","type":"other","venue":"Osuva (University of Vaasa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Imago; Biography; 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":[0.0009027846,0.0007793427,0.0007965736,0.001030235,0.002222128,0.005167687,0.0008255776,0.001232465,0.05817048],"category_scores_gemma":[0.001505424,0.0005445962,0.001019242,0.0009381084,0.001175222,0.002820846,0.002919294,0.003037889,0.0180348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488288,"about_ca_system_score_gemma":0.002776363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814308,"about_ca_topic_score_gemma":0.006288504,"domain_scores_codex":[0.9993309,0.00007730939,0.00004783596,0.0002115234,0.0002226002,0.0001098311],"domain_scores_gemma":[0.999151,0.0001840698,0.000107575,0.00009159581,0.0002760507,0.0001897366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002440323,0.0005556957,0.01384783,0.004568507,0.0002954956,0.003273095,0.009896815,0.0009581976,0.4391721,0.04575669,0.02304743,0.4561877],"study_design_scores_gemma":[0.00005847174,0.0005875773,0.02178642,0.0006822093,0.0001922418,0.002088555,0.005448568,0.0004699441,0.07072164,0.01031437,0.8874989,0.0001512401],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3676737,0.06032266,0.05175238,0.0106971,0.006059752,0.0006567118,0.004276346,0.002140577,0.4964208],"genre_scores_gemma":[0.3659992,0.02779951,0.03050743,0.002097235,0.0007100895,0.0005221399,0.003671668,0.001145004,0.5675478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05817048,"threshold_uncertainty_score":0.1945996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033486558865345,"score_gpt":0.1932973509124362,"score_spread":0.1829624853237828,"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."}}