{"id":"W7115040146","doi":"","title":"Turpeesta tarinaksi : markkinointisuunnitelma hyvinvointialan pk-yritykselle","year":2025,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Work (physics); Context (archaeology); Relation (database)","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":[0.000720311,0.0007956526,0.0004896104,0.0006797003,0.001565964,0.005165729,0.0007659096,0.001002944,0.04485822],"category_scores_gemma":[0.0006941169,0.0003440169,0.0004770642,0.000628352,0.0008853564,0.00262311,0.002105553,0.00192216,0.01629395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351637,"about_ca_system_score_gemma":0.00256057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005881233,"about_ca_topic_score_gemma":0.01028566,"domain_scores_codex":[0.9994779,0.00006813416,0.00002387909,0.0001777193,0.0001711779,0.00008122581],"domain_scores_gemma":[0.9994929,0.00008251577,0.00007474625,0.00005597179,0.0001936919,0.0001001986],"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":[0.00128635,0.000541345,0.01026032,0.003106533,0.0001414706,0.00248616,0.007261815,0.001461183,0.402251,0.05960011,0.0367276,0.4748762],"study_design_scores_gemma":[0.00001993958,0.0003265849,0.01318617,0.0002914571,0.00006323119,0.0009464759,0.002597881,0.0006739876,0.06099845,0.005372929,0.9154504,0.00007256041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3248032,0.02657895,0.05547832,0.01186831,0.001961697,0.0005923771,0.00477463,0.003567394,0.5703751],"genre_scores_gemma":[0.3934853,0.008983821,0.03155386,0.001603657,0.0001802473,0.0002748822,0.002741319,0.0008816562,0.5602952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04485822,"threshold_uncertainty_score":0.1500657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582600521728944,"score_gpt":0.2551879334870625,"score_spread":0.239361928269773,"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."}}