{"id":"W7058236175","doi":"","title":"Market study for transport platforms : product development","year":2023,"lang":"en","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Market research; Product (mathematics); Market analysis; New product development; Market segmentation; Qualitative research; Renting","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":[0.003302166,0.0003314698,0.0002254621,0.001986318,0.001623414,0.002400704,0.000685505,0.000697309,0.02018371],"category_scores_gemma":[0.00450115,0.0001991493,0.0003972483,0.001555092,0.0006364202,0.004740968,0.001333919,0.000594729,0.001689942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002399266,"about_ca_system_score_gemma":0.001678811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359515,"about_ca_topic_score_gemma":0.004342908,"domain_scores_codex":[0.9987721,0.0003891212,0.00004467432,0.0001848809,0.0004448452,0.0001643739],"domain_scores_gemma":[0.9964827,0.001820341,0.0003927548,0.0001093083,0.0009197259,0.0002752027],"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":[0.0008873808,0.002215407,0.1101133,0.003237647,0.00006096509,0.007443861,0.2490762,0.001692178,0.04144906,0.09224534,0.03371487,0.4578638],"study_design_scores_gemma":[0.00008237464,0.002732141,0.1647296,0.001125055,0.00006141035,0.003441559,0.3434272,0.005823616,0.02015313,0.005909884,0.4523554,0.0001586863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9299861,0.0009404679,0.004561303,0.001229392,0.0001037405,0.0006808115,0.0005419722,0.00007720161,0.061879],"genre_scores_gemma":[0.9664254,0.0008123047,0.007057916,0.0003272603,0.00009173249,0.0005134424,0.0005052989,0.00005798725,0.02420882],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02018371,"threshold_uncertainty_score":0.06752121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588952161869897,"score_gpt":0.2798416452648776,"score_spread":0.2539521236461787,"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."}}