{"id":"W4399835630","doi":"10.2139/ssrn.4838484","title":"Giveaway Strategies for a New Technology Product","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Product (mathematics); Engineering; Mathematics; Geometry","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":[0.001814042,0.0008635931,0.0003827448,0.001871766,0.005091534,0.01184719,0.001515687,0.004150512,0.05057156],"category_scores_gemma":[0.00574187,0.0004081873,0.0008702629,0.0009345836,0.002316497,0.01010719,0.005507083,0.002821467,0.009751081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002618409,"about_ca_system_score_gemma":0.003136587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003323429,"about_ca_topic_score_gemma":0.009239628,"domain_scores_codex":[0.9980634,0.0003639174,0.00006923318,0.0002807644,0.0009038613,0.000318799],"domain_scores_gemma":[0.9975076,0.0006046909,0.0002015678,0.0006675507,0.0006168755,0.0004016908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001784133,0.000412005,0.004538796,0.0002659951,0.00004593645,0.001520013,0.01252044,0.0008715756,0.004484555,0.7073697,0.04087226,0.2269202],"study_design_scores_gemma":[0.00004282136,0.0004061511,0.004507704,0.000459986,0.0001347699,0.001215274,0.01282369,0.004239123,0.007010785,0.2117559,0.7572675,0.0001363101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1004018,0.002116331,0.04138492,0.01246699,0.0005389774,0.0003637163,0.00007468955,0.0006683593,0.8419842],"genre_scores_gemma":[0.5756579,0.001319474,0.02366907,0.002468903,0.0001383777,0.0001365262,0.00009640895,0.0004509803,0.3960624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05057156,"threshold_uncertainty_score":0.1691787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068425752117303,"score_gpt":0.2378614626209993,"score_spread":0.2271772050998263,"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."}}