{"id":"W2296909285","doi":"10.19030/iber.v4i5.3593","title":"Consumer Purchase Motives And Product Perceptions: A Hard Laddering Study Of Smoking Habits Of Poles","year":2011,"lang":"en","type":"article","venue":"International Business & Economics Research Journal (IBER)","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Laddering; Perception; Psychology; Product (mathematics); Advertising; Consumer behaviour; Sample (material); Market segmentation; Marketing; Social psychology; Pencil (optics); Business; Mathematics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001736592,0.0001625428,0.0003329799,0.0009827844,0.0001864889,0.00009927197,0.0007404039,0.00007709728,0.003996343],"category_scores_gemma":[0.0009966622,0.0001457513,0.00007377943,0.0003366632,0.0007332219,0.0003506216,0.0004273777,0.0006986104,0.00003521175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006786062,"about_ca_system_score_gemma":0.0001228093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005377348,"about_ca_topic_score_gemma":0.00008603246,"domain_scores_codex":[0.9976333,0.0004467401,0.0006860233,0.0004355088,0.0004005763,0.0003978797],"domain_scores_gemma":[0.9965585,0.0004061516,0.000273237,0.0003359344,0.002263919,0.0001622285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001722092,0.002529001,0.8252465,0.00004759872,0.001252336,0.0001446544,0.01377107,0.00001189182,0.003337306,0.004841238,0.0003111727,0.1467851],"study_design_scores_gemma":[0.001735586,0.0003617576,0.9790169,0.0001078935,0.00001911989,0.0003340558,0.01177985,0.00001698853,0.0002635496,0.005563172,0.0006542476,0.0001468799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983936,0.0006906848,0.00006606423,0.0005261146,0.0004475783,0.000408869,0.00005696381,0.000008198491,0.01385952],"genre_scores_gemma":[0.9978971,0.001233755,0.0003119375,0.00002210276,0.0001965438,0.0000362333,0.00000475828,0.00002210508,0.0002754965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1537704,"threshold_uncertainty_score":0.9969141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2458632867173219,"score_gpt":0.4283068561534938,"score_spread":0.1824435694361719,"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."}}