{"id":"W7094008330","doi":"","title":"IP Guardian Announces Insights on Patents as Key to Startup Success and Investor Confidence – US and Canada Report","year":2025,"lang":"en","type":"other","venue":"","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Key (lock); Guardian; Investment (military)","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":[0.001977581,0.0004969446,0.0003273661,0.002245653,0.004252366,0.005841398,0.001076539,0.004914592,0.02206123],"category_scores_gemma":[0.0060852,0.0003353246,0.0005361916,0.002219215,0.0009075488,0.001200511,0.001247793,0.003928983,0.004491997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02864074,"about_ca_system_score_gemma":0.1032806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9739963,"about_ca_topic_score_gemma":0.9895744,"domain_scores_codex":[0.9966533,0.00004907132,0.0000406681,0.0001095255,0.002257534,0.0008899752],"domain_scores_gemma":[0.9900933,0.0008150224,0.000258373,0.0001823682,0.006467409,0.002183608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004279291,0.00002937721,0.002487806,0.00002005801,0.00000660929,0.00008751392,0.00008298082,0.00008598968,0.0001298666,0.003908976,0.9877006,0.005417401],"study_design_scores_gemma":[0.00005144997,0.00003023947,0.05345974,0.00008116147,0.00004409542,0.00003432066,0.001029675,0.0007190747,0.001342638,0.00146569,0.9416898,0.00005219564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02975512,0.004896899,0.001041424,0.2378915,0.005662359,0.0006377148,0.09587673,0.001108607,0.6231297],"genre_scores_gemma":[0.07497352,0.003468864,0.001028281,0.03376072,0.001160147,0.0001185001,0.01819093,0.0003158035,0.8669832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02864074,"threshold_uncertainty_score":0.2078041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04434174382113281,"score_gpt":0.2130372451007262,"score_spread":0.1686955012795934,"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."}}